| 2025 | AISTATS | Online Assortment and Price Optimization Under Contextual Choice Models. | Yigit Efe Erginbas, Thomas A. Courtade, Kannan Ramchandran |
| 2025 | ICLR | Looped Transformers for Length Generalization. | Ying Fan, Yilun Du, Kannan Ramchandran, Kangwook Lee |
| 2025 | ICLR | EmbedLLM: Learning Compact Representations of Large Language Models. | Richard Zhuang, Tianhao Wu, Zhaojin Wen, Andrew Li, Jiantao Jiao, Kannan Ramchandran |
| 2025 | ICML | VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data. | Thomas Zeng, Shuibai Zhang, Shutong Wu, Christian Classen, Daewon Chae, Ethan Ewer, Minjae Lee, Heeju Kim, Wonjun Kang, Jackson Kunde, Ying Fan, Jungtaek Kim, Hyung Il Koo, Kannan Ramchandran, Dimitris Papailiopoulos, Kangwook Lee |
| 2025 | ICML | SPEX: Scaling Feature Interaction Explanations for LLMs. | Justin Singh Kang, Landon Butler, Abhineet Agarwal, Yigit Efe Erginbas, Ramtin Pedarsani, Bin Yu, Kannan Ramchandran |
| 2023 | ACSSC | MRI Reconstruction with Side Information using Diffusion Models. | Brett Levac, Ajil Jalal, Kannan Ramchandran, Jonathan I. Tamir |
| 2023 | AISTATS | Interactive Learning with Pricing for Optimal and Stable Allocations in Markets. | Yigit Efe Erginbas, Soham Phade, Kannan Ramchandran |
| 2023 | ISIT | Efficiently Computing Sparse Fourier Transforms of q-ary Functions. | Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh, Kannan Ramchandran |
| 2023 | KDD | Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data. | Yaoqing Yang, Ryan Theisen, Liam Hodgkinson, Joseph E. Gonzalez, Kannan Ramchandran, Charles H. Martin, Michael W. Mahoney |
| 2022 | ICML | Neurotoxin: Durable Backdoors in Federated Learning. | Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Prateek Mittal, Kannan Ramchandran, Joseph Gonzalez |
| 2021 | AISTATS | Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits. | Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran |
| 2021 | ISIT | FastShare: Scalable Secret Sharing by Leveraging Locality. | Swanand Kadhe, Nived Rajaraman, Kannan Ramchandran |
| 2021 | KDD | Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism. | Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney |
| 2021 | UAI | LocalNewton: Reducing communication rounds for distributed learning. | Vipul Gupta, Avishek Ghosh, Michal Derezinski, Rajiv Khanna, Kannan Ramchandran, Michael W. Mahoney |
| 2020 | ACSSC | Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost. | Yaoqing Yang, Jichan Chung, Guanhua Wang, Vipul Gupta, Adarsh Karnati, Kenan Jiang, Ion Stoica, Joseph Gonzalez, Kannan Ramchandran |
| 2020 | AISTATS | Alternating Minimization Converges Super-Linearly for Mixed Linear Regression. | Avishek Ghosh, Kannan Ramchandran |
| 2020 | EuroPar | 3D Coded SUMMA: Communication-Efficient and Robust Parallel Matrix Multiplication. | Haewon Jeong, Yaoqing Yang, Vipul Gupta, Christian Engelmann, Tze Meng Low, Viveck R. Cadambe, Kannan Ramchandran, Pulkit Grover |
| 2020 | ICDCS | Serverless Straggler Mitigation using Error-Correcting Codes. | Vipul Gupta, Dominic Carrano, Yaoqing Yang, Vaishaal Shankar, Thomas A. Courtade, Kannan Ramchandran |
| 2020 | ISIT | Communication Efficient and Byzantine Tolerant Distributed Learning. | Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran |
| 2020 | ISIT | Communication Efficient Distributed Approximate Newton Method. | Avishek Ghosh, Raj Kumar Maity, Arya Mazumdar, Kannan Ramchandran |
| 2020 | ISIT | Max-affine regression with universal parameter estimation for small-ball designs. | Avishek Ghosh, Ashwin Pananjady, Aditya Guntuboyina, Kannan Ramchandran |
| 2020 | ISIT | Some Performance Guarantees of Global LASSO with Local Assumptions for Convolutional Sparse Design Matrices. | Avishek Ghosh, Kannan Ramchandran |
| 2020 | ISIT | Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning. | Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran |
| 2020 | ISIT | Fast Compressive Large-Scale Matrix-Matrix Multiplication Using Product Codes. | Orhan Ocal, Kannan Ramchandran |
| 2020 | ITA | Communication-Efficient and Byzantine-Robust Distributed Learning. | Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran |
| 2019 | ICASSP | Adversarially Trained Autoencoders for Parallel-data-free Voice Conversion. | Orhan Ocal, Oguz H. Elibol, Gokce Keskin, Cory Stephenson, Anil Thomas, Kannan Ramchandran |
| 2019 | ICASSP | A Fast and Robust Paradigm for Fourier Compressed Sensing Based on Coded Sampling. | Frank Ong, Reinhard Heckel, Kannan Ramchandran |
| 2019 | ICML | Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning. | Dong Yin, Yudong Chen, Kannan Ramchandran, Peter L. Bartlett |
| 2019 | ICML | Rademacher Complexity for Adversarially Robust Generalization. | Dong Yin, Kannan Ramchandran, Peter L. Bartlett |
| 2019 | ISIT | Gradient Coding Based on Block Designs for Mitigating Adversarial Stragglers. | Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran |
| 2019 | ISIT | Synthesizing Differentially Private Datasets using Random Mixing. | Kangwook Lee, Hoon Kim, Kyungmin Lee, Changho Suh, Kannan Ramchandran |
| 2019 | ISIT | Low-degree Pseudo-Boolean Function Recovery Using Codes. | Orhan Ocal, Swanand Kadhe, Kannan Ramchandran |
| 2018 | AISTATS | Approximate ranking from pairwise comparisons. | Reinhard Heckel, Max Simchowitz, Kannan Ramchandran, Martin J. Wainwright |
| 2018 | AISTATS | Gradient Diversity: a Key Ingredient for Scalable Distributed Learning. | Dong Yin, Ashwin Pananjady, Maximilian Lam, Dimitris S. Papailiopoulos, Kannan Ramchandran, Peter L. Bartlett |
| 2018 | ICLR | SGD on Random Mixtures: Private Machine Learning under Data Breach Threats. | Kangwook Lee, Kyungmin Lee, Hoon Kim, Changho Suh, Kannan Ramchandran |
| 2018 | ICML | Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates. | Dong Yin, Yudong Chen, Kannan Ramchandran, Peter L. Bartlett |
| 2018 | ISIT | Straggler-Proofing Massive-Scale Distributed Matrix Multiplication with D-Dimensional Product Codes. | Tavor Baharav, Kangwook Lee, Orhan Ocal, Kannan Ramchandran |
| 2017 | ICML | The Sample Complexity of Online One-Class Collaborative Filtering. | Reinhard Heckel, Kannan Ramchandran |
| 2017 | ISIT | Density evolution on a class of smeared random graphs. | Kabir Chandrasekher, Orhan Ocal, Kannan Ramchandran |
| 2017 | ISIT | Fundamental limits of DNA storage systems. | Reinhard Heckel, Ilan Shomorony, Kannan Ramchandran, David N. C. Tse |
| 2017 | ISIT | Coded computation for multicore setups. | Kangwook Lee, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran |
| 2017 | ISIT | High-dimensional coded matrix multiplication. | Kangwook Lee, Changho Suh, Kannan Ramchandran |
| 2017 | WABI | abSNP: RNA-Seq SNP Calling in Repetitive Regions via Abundance Estimation. | Shunfu Mao, Soheil Mohajer, Kannan Ramchandran, David Tse, Sreeram Kannan |
| 2016 | ICASSP | Recovering K-sparse N-length vectors in O(K log N) time: Compressed sensing using sparse-graph codes. | Xiao Li, Kannan Ramchandran |
| 2016 | ICASSP | A sparse-graph-coded filter bank approach to minimum-rate spectrum-blind sampling. | Orhan Ocal, Xiao Li, Kannan Ramchandran |
| 2016 | ICASSP | Fast sparse 2-D DFT computation using sparse-graph alias codes. | Frank Ong, Sameer Pawar, Kannan Ramchandran |
| 2016 | ICML | Metadata-conscious anonymous messaging. | Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath |
| 2016 | ISIT | Overlap-based genome assembly from variable-length reads. | Joseph Hui, Ilan Shomorony, Kannan Ramchandran, Thomas A. Courtade |
| 2016 | ISIT | Speeding up distributed machine learning using codes. | Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran |
| 2016 | ISIT | SAFFRON: A fast, efficient, and robust framework for group testing based on sparse-graph codes. | Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran |
| 2016 | ISIT | Optimal systematic distributed storage codes with fast encoding. | Preetum Nakkiran, K. V. Rashmi, Kannan Ramchandran |
| 2016 | OSDI | EC-Cache: Load-Balanced, Low-Latency Cluster Caching with Online Erasure Coding. | K. V. Rashmi, Mosharaf Chowdhury, Jack Kosaian, Ion Stoica, Kannan Ramchandran |
| 2016 | SIGMETRICS | Rumor Source Obfuscation on Irregular Trees. | Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath |
| 2015 | AISTATS | Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence. | Nihar B. Shah, Sivaraman Balakrishnan, Joseph K. Bradley, Abhay Parekh, Kannan Ramchandran, Martin J. Wainwright |
| 2015 | FAST | Having Your Cake and Eating It Too: Jointly Optimal Erasure Codes for I/O, Storage, and Network-bandwidth. | K. V. Rashmi, Preetum Nakkiran, Jingyan Wang, Nihar B. Shah, Kannan Ramchandran |
| 2015 | ISIT | Sub-linear time compressed sensing using sparse-graph codes. | Xiao Li, Sameer Pawar, Kannan Ramchandran |
| 2015 | ISIT | Capacity-approaching PhaseCode for low-complexity compressive phase retrieval. | Ramtin Pedarsani, Kangwook Lee, Kannan Ramchandran |
| 2015 | ISIT | Fast and robust compressive phase retrieval with sparse-graph codes. | Dong Yin, Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran |
| 2014 | ISIT | The SPRIGHT algorithm for robust sparse Hadamard Transforms. | Xiao Li, Joseph Kurata Bradley, Sameer Pawar, Kannan Ramchandran |
| 2014 | ISIT | A robust R-FFAST framework for computing a k-sparse n-length DFT in O(k log n) sample complexity using sparse-graph codes. | Sameer Pawar, Kannan Ramchandran |
| 2014 | ISIT | The MDS queue: Analysing the latency performance of erasure codes. | Nihar B. Shah, Kangwook Lee, Kannan Ramchandran |
| 2014 | ISIT | One extra bit of download ensures perfectly private information retrieval. | Nihar B. Shah, K. V. Rashmi, Kannan Ramchandran |
| 2014 | SIGCOMM | A "hitchhiker's" guide to fast and efficient data reconstruction in erasure-coded data centers. | K. V. Rashmi, Nihar B. Shah, Dikang Gu, Hairong Kuang, Dhruba Borthakur, Kannan Ramchandran |
| 2013 | ICIP | Circulant structures and graph signal processing. | Venkatesan N. Ekambaram, Giulia Cecilia Fanti, Babak Ayazifar, Kannan Ramchandran |
| 2013 | ISIT | Optimal DNA shotgun sequencing: Noisy reads are as good as noiseless reads. | Abolfazl S. Motahari, Kannan Ramchandran, David Tse, Nan Ma |
| 2013 | ISIT | Computing a k-sparse n-length Discrete Fourier Transform using at most 4k samples and O(k log k) complexity. | Sameer Pawar, Kannan Ramchandran |
| 2013 | ISIT | A piggybacking design framework for read-and download-efficient distributed storage codes. | K. V. Rashmi, Nihar B. Shah, Kannan Ramchandran |
| 2013 | ISIT | Secure network coding for distributed secret sharing with low communication cost. | Nihar B. Shah, K. V. Rashmi, Kannan Ramchandran |
| 2013 | MASCOTS | A VoD System for Massively Scaled, Heterogeneous Environments: Design and Implementation. | Kangwook Lee, Lisa Yan, Abhay Parekh, Kannan Ramchandran |
| 2012 | INFOCOM | Reverse-engineering BitTorrent: A Markov approximation perspective. | Ziyu Shao, Hao Zhang, Minghua Chen, Kannan Ramchandran |
| 2012 | ISIT | Private Stream Search at the same communication cost as a regular search: Role of LDPC codes. | Matthieu Finiasz, Kannan Ramchandran |
| 2012 | ISIT | Codes can reduce queueing delay in data centers. | Longbo Huang, Sameer Pawar, Hao Zhang, Kannan Ramchandran |
| 2012 | ISIT | A compression algorithm using mis-aligned side-information. | Nan Ma, Kannan Ramchandran, David N. C. Tse |
| 2012 | ISIT | Data exchange problem with helpers. | Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran |
| 2012 | ISIT | Regenerating codes for errors and erasures in distributed storage. | K. V. Rashmi, Nihar B. Shah, Kannan Ramchandran, P. Vijay Kumar |
| 2012 | ITA | Optimal smart grid tariffs. | Longbo Huang, Jean C. Walrand, Kannan Ramchandran |
| 2011 | ACSSC | Codes for a distributed caching based Video-on-Demand system. | Sameer Pawar, Salim Y. El Rouayheb, Hao Zhang, Kangwook Lee, Kannan Ramchandran |
| 2011 | GLOBECOM | Scaling Laws for Cooperative Node Localization in Non-Line-of-Sight Wireless Networks. | Venkatesan N. Ekambaram, Kannan Ramchandran, Raja Sengupta |
| 2011 | ISIT | Efficient file synchronization: A distributed source coding approach. | Nan Ma, Kannan Ramchandran, David Tse |
| 2011 | ISIT | Deterministic algorithm for the cooperative data exchange problem. | Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran |
| 2011 | ISIT | DRESS codes for the storage cloud: Simple randomized constructions. | Sameer Pawar, Nima Noorshams, Salim Y. El Rouayheb, Kannan Ramchandran |
| 2011 | ISIT | Securing dynamic distributed storage systems from malicious nodes. | Sameer Pawar, Salim Y. El Rouayheb, Kannan Ramchandran |
| 2011 | ISIT | Achievable rates for channels with deletions and insertions. | Ramji Venkataramanan, Sekhar Tatikonda, Kannan Ramchandran |
| 2011 | SIGMETRICS | Optimal neighbor selection in BitTorrent-like peer-to-peer networks. | Hao Zhang, Ziyu Shao, Minghua Chen, Kannan Ramchandran |
| 2010 | GLOBECOM | Distributed High Accuracy Peer-to-Peer Localization in Mobile Multipath Environments. | Venkatesan N. Ekambaram, Kannan Ramchandran |
| 2010 | ICIP | Complexity-outsourced low-latency video encoding through feedback under a sum-rate constraint. | Ermin Kozica, Kannan Ramchandran, W. Bastiaan Kleijn |
| 2010 | ICIP | Frame-bufferless sum-rate constrained video encoding using feedback. | Ermin Kozica, Hao Zhang, Kannan Ramchandran |
| 2010 | ISIT | Information-theoretic bounds on model selection for Gaussian Markov random fields. | Wei Wang, Martin J. Wainwright, Kannan Ramchandran |
| 2010 | ISIT | The role of game theory in key agreement over a public channel. | Nebojsa Milosavljevic, Michael Gastpar, Kannan Ramchandran |
| 2010 | ISIT | On secure distributed data storage under repair dynamics. | Sameer Pawar, Salim Y. El Rouayheb, Kannan Ramchandran |
| 2010 | ISIT | Explicit and optimal exact-regenerating codes for the minimum-bandwidth point in distributed storage. | K. V. Rashmi, Nihar B. Shah, P. Vijay Kumar, Kannan Ramchandran |
| 2010 | ISIT | Secure distributive storage of decentralized source data: Can interaction help? | Salim Y. El Rouayheb, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2010 | ISIT | Exact-repair MDS codes for distributed storage using interference alignment. | Changho Suh, Kannan Ramchandran |
| 2010 | ITA | Explicit and optimal codes for distributed storage. | K. V. Rashmi, Nihar B. Shah, P. Vijay Kumar, Kannan Ramchandran |
| 2010 | WAIFI | Regenerating Codes for Distributed Storage Networks. | Nihar B. Shah, K. V. Rashmi, P. Vijay Kumar, Kannan Ramchandran |
| 2009 | ICASSP | Rate-constrained distributed distance testing and its applications. | Chuohao Yeo, Parvez Ahammad, Hao Zhang, Kannan Ramchandran |
| 2009 | ICASSP | Rate efficient remote video file synchronization. | Hao Zhang, Chuohao Yeo, Kannan Ramchandran |
| 2009 | ICIP | On low-complexity video encoding through feedback. | Chuohao Yeo, Kannan Ramchandran |
| 2009 | ICIP | Scaling Peer-to-Peer Video-on-Demand systems using helpers. | Hao Zhang, Jiajun Wang, Minghua Chen, Kannan Ramchandran |
| 2009 | ISIT | Secure communication using an untrusted relay via sources and channels. | Nebojsa Milosavljevic, Michael Gastpar, Kannan Ramchandran |
| 2009 | PCS | A reliable decentralized Peer-to-Peer Video-on-Demand system using helpers. | Hao Zhang, Kannan Ramchandran |
| 2009 | WCNC | Multi-antenna interference cancellation techniques for cognitive radio applications. | Omar Bakr, Mark Johnson, Raghuraman Mudumbai, Kannan Ramchandran |
| 2008 | ACSSC | Secret communication using sources and channels. | Krishnan Eswaran, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2008 | ICIP | Enhancing peer-to-peer live multicast quality using helpers. | Jiajun Wang, Kannan Ramchandran |
| 2008 | ICIP | Rate-efficient visual correspondences using random projections. | Chuohao Yeo, Parvez Ahammad, Kannan Ramchandran |
| 2008 | ISIT | Distributed beamforming with binary signaling. | Mark Johnson, Michael Mitzenmacher, Kannan Ramchandran |
| 2008 | ISIT | Secrecy via sources and channels - A secret key - Secret message rate tradeoff region. | Vinod M. Prabhakaran, Krishnan Eswaran, Kannan Ramchandran |
| 2008 | ISIT | Information-theoretic limits on sparse support recovery: Dense versus sparse measurements. | Wei Wang, Martin J. Wainwright, Kannan Ramchandran |
| 2007 | DCC | On Compression of Encrypted Video. | Daniel Schonberg, Chuohao Yeo, Stark C. Draper, Kannan Ramchandran |
| 2007 | ICASSP | Fundamental Redundancy Versus Power Trade-Off in Standby SRAM. | Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran |
| 2007 | ICIP | View Synthesis for Robust Distributed Video Compression in Wireless Camera Networks. | Chuohao Yeo, Jiajun Wang, Kannan Ramchandran |
| 2007 | INFOCOM | Network Coding for Distributed Storage Systems. | Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran |
| 2007 | ISCAS | Fundamental Bounds on Power Reduction during Data-Retention in Standby SRAM. | Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran |
| 2007 | ISIT | Bits through ARQs: Spectrum Sharing with a Primary Packet System. | Krishnan Eswaran, Michael Gastpar, Kannan Ramchandran |
| 2007 | ISIT | Channel coding with strictly casual colored side-information at transmitter. | Vinod M. Prabhakaran, David Tse, Kannan Ramchandran |
| 2007 | IWCMC | Receiver-driven multicast over wireless with distributed source coding and FEC. | Jiajun Wang, Kannan Ramchandran |
| 2007 | MMSP | Unsupervised Discovery of Action Hierarchies in Large Collections of Activity Videos. | Parvez Ahammad, Chuohao Yeo, Kannan Ramchandran, S. Shankar Sastry |
| 2007 | MMSP | Unequal Growth Codes: Intermediate Performance and Unequal Error Protection for Video Streaming. | Alexandros G. Dimakis, Jiajun Wang, Kannan Ramchandran |
| 2007 | VCIP | Achieving H.264-like compression efficiency with distributed video coding. | Simone Milani, Jiajun Wang, Kannan Ramchandran |
| 2007 | VCIP | Robust distributed multi-view video compression for wireless camera networks. | Chuohao Yeo, Kannan Ramchandran |
| 2006 | CISS | Causal and Strictly Causal Estimation for Jump Linear Systems: An LMI Analysis. | Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran |
| 2006 | ICASSP | Random Multiresolution Representations for Arbitrary Sensor Network Graphs. | Wei Wang, Kannan Ramchandran |
| 2006 | ICASSP | Distributed Fountain Codes for Networked Storage. | Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2006 | ICIP | On Compression of Encrypted Images. | Daniel Schonberg, Stark C. Draper, Kannan Ramchandran |
| 2006 | ICIP | Syndrome-Based Robust Video Transmission Over Networks with Bursty Losses. | Jiajun Wang, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2006 | ICVS | Multi-camera Video Resolution Enhancement by Fusion of Spatial Disparity and Temporal Motion fields. | Daniel Hazen, Rohit Puri, Kannan Ramchandran |
| 2006 | ISIT | On Source Encoding with Side-information Under Ambiguous State of Nature. | Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2006 | MMSP | Compressed Domain Real-time Action Recognition. | Chuohao Yeo, Parvez Ahammad, Kannan Ramchandran, S. Shankar Sastry |
| 2005 | ICASSP | On enhancing MPEG video broadcast over wireless networks with an auxiliary broadcast channel. | Jiajun Wang, Abhik Majumdar, Kannan Ramchandran |
| 2005 | ICIP | Complexity/performance trade-offs for robust distributed video coding. | Abhik Majumdar, Rohit Puri, Prakash Ishwar, Kannan Ramchandran |
| 2005 | ISIT | Analysis of denoising by sparse approximation with random frame asymptotics. | Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran |
| 2004 | Broadnets | PRISM: An Error-Resilient Video Coding Paradigm for Wireless Networks. | Abhik Majumdar, Kannan Ramchandran |
| 2004 | DCC | Distributed Code Constructions for the Entire Slepian-Wolf Rate Region for Arbitrarily Correlated Sources. | D. Schongberg, Kannan Ramchandran, S. Sandeep Pradhan |
| 2004 | ICASSP | On distributed sampling of bandlimited and non-bandlimited sensor fields. | Animesh Kumar, Prakash Ishwar, Kannan Ramchandran |
| 2004 | ICIP | Optimized filtering and reconstruction in predictive quantization with losses. | Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran |
| 2004 | ICIP | On decoder-latency versus performance tradeoffs in differential predictive coding. | Prakash Ishwar, Kannan Ramchandran |
| 2004 | ICIP | Video multicast over lossy channels based on distributed source coding. | Abhik Majumdar, Kannan Ramchandran |
| 2004 | ISCAS | Channel estimation and synchronization with sub-Nyquist sampling and application to ultra-wideband systems. | Irena Maravic, Martin Vetterli, Kannan Ramchandran |
| 2004 | ISIT | Robust predictive quantization: a new analysis and optimization framework. | Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran |
| 2004 | ISIT | Compressing encrypted sources using side-information coding. | Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2004 | ISIT | Rate region of the quadratic Gaussian CEO problem. | Vinod M. Prabhakaran, David N. C. Tse, Kannan Ramchandran |
| 2004 | ISIT | Achievable rates for multiple-access channels with correlated messages. | S. Sandeep Pradhan, Suhan Choi, Kannan Ramchandran |
| 2004 | ISIT | Coding and routing complexity in sensor networks. | Sekhar Tatikonda, Kannan Ramchandran |
| 2004 | TCC | On Compressing Encrypted Data without the Encryption Key. | Mark Johnson, David A. Wagner, Kannan Ramchandran |
| 2003 | DCC | Turbo and Trellis-Based Constructions for Source Coding with Side Information. | Jim Chou, S. Sandeep Pradhan, Kannan Ramchandran |
| 2003 | ICASSP | Audio data hiding with application to surround sound. | Jim Chou, Kannan Ramchandran, Daniel Grobe Sachs, Douglas L. Jones |
| 2003 | ICASSP | High resolution acquisition methods for wideband communication systems. | Irena Maravic, Martin Vetterli, Kannan Ramchandran |
| 2003 | ICASSP | PRISM: an uplink-friendly multimedia coding paradigm. | Rohit Puri, Kannan Ramchandran |
| 2003 | ICIP | On multivariate estimation by thresholding. | Alyson K. Fletcher, Vivek K. Goyal, Kannan Ramchandran |
| 2003 | ICIP | Estimation error bounds for denoising by sparse approximation. | Alyson K. Fletcher, Kannan Ramchandran |
| 2003 | ICIP | Towards a theory for video coding using distributed compression principles. | Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2003 | ICIP | Dither-based secure image hashing using distributed coding. | Mark Johnson, Kannan Ramchandran |
| 2003 | ICIP | PRISM: a "reversed" multimedia coding paradigm. | Rohit Puri, Kannan Ramchandran |
| 2003 | INFOCOM | A Distributed and Adaptive Signal Processing Approach to Reducing Energy Consumption in Sensor Networks. | Jim Chou, Dragan Petrovic, Kannan Ramchandran |
| 2002 | DCC | n-Channel Multiple Descriptions: Theory and Constructions. | Rohit Puri, Kannan Ramchandran, S. Sandeep Pradhan |
| 2002 | ICASSP | Connexions: DSP education for a networked world. | Richard G. Baraniuk, C. Sidney Burrus, B. M. Hendricks, G. L. Henry, Alfred O. Hero III, Don H. Johnson, Douglas L. Jones, Julius Kusuma, Robert D. Nowak, J. E. Odegard, Lee C. Potter, Kannan Ramchandran, R. J. Reedstrom, Philip Schniter, Ivan W. Selesnick, Douglas B. Williams, W. L. Wilson |
| 2002 | ICIP | Robust turbo-based data hiding for image and video sources. | Jim Chou, Kannan Ramchandran |
| 2002 | ICIP | Wavelet denoising by recursive cycle spinning. | Alyson K. Fletcher, Vivek K. Goyal, Kannan Ramchandran |
| 2002 | ICIP | Compression of cDNA and inkjet microarray images. | Rebecka Jrnsten, Bin Yu, Wei Wang, Kannan Ramchandran |
| 2002 | ICIP | Distributed multimedia transmission from multiple servers. | Abhik Majumdar, Rohit Puri, Kannan Ramchandran |
| 2002 | ISCAS | Robust video multicast under rate and channel variability with applications to wireless LANs. | Abhik Majumdar, Rohit Puri, Kannan Ramchandran, Igor Kozintsev |
| 2002 | ITW | On functional duality in MIMO source and channel coding problems having one-sided collaboration. | S. Sandeep Pradhan, Kannan Ramchandran |
| 2001 | DCC | Enhancing Analog Image Transmission Systems Using Digital Side Information: A New Wavelet-Based Image Coding Paradigm. | S. Sandeep Pradhan, Kannan Ramchandran |
| 2001 | GLOBECOM | List Viterbi decoding with continuous error detection for magnetic recording. | Dragan Petrovic, Borivoje Nikolic, Kannan Ramchandran |
| 2001 | ICASSP | Next generation techniques for robust and imperceptible audio data hiding. | Jim Chou, Kannan Ramchandran, Antonio Ortega |
| 2001 | ICIP | Distributed compression for sensor networks. | Julius Kusuma, Lance Doherty, Kannan Ramchandran |
| 2000 | DCC | Distributed Source Coding: Symmetric Rates and Applications to Sensor Networks. | S. Sandeep Pradhan, Kannan Ramchandran |
| 2000 | DCC | Wireless Image Transmission Using Multiple-Description Based Concatenated Codes. | Daniel Grobe Sachs, Anand Raghavan, Kannan Ramchandran |
| 2000 | ICASSP | Stochastic wavelet-based image modeling using factor graphs and its application to denoising. | Shu Xiao, Igor Kozintsev, Kannan Ramchandran |
| 2000 | ICIP | Watermarking Based on Duality with Distributed Source Coding and Robust Optimization Principles. | Jim Chou, S. Sandeep Pradhan, Laurent El Ghaoui, Kannan Ramchandran |
| 2000 | ICIP | On the Transmission of a Class of Hidden Markov Sources over Gaussian Channels with Applications to Image Communication. | Igor Kozintsev, Kannan Ramchandran |
| 2000 | ICIP | Design and Analysis of a Forward-Adaptive Wavelet Image Coder. | Mehmet Kivan Mihak, Anthony F. Docimo, Pierre Moulin, Kannan Ramchandran |
| 2000 | INFOCOM | An Integrated Source Coding and Congestion Control Framework for Video Streaming in the Internet. | Kang-Won Lee, Rohit Puri, Tae-eun Kim, Kannan Ramchandran, Vaduvur Bharghavan |
| 1999 | DCC | Distributed Source Coding Using Syndromes (DISCUS): Design and Construction. | S. Sandeep Pradhan, Kannan Ramchandran |
| 1999 | DCC | A General Joint Source-Channel Matching Method for Wireless Video Transmission. | Leiming Qian, Douglas L. Jones, Kannan Ramchandran, Swaroop Appadwedula |
| 1999 | ICASSP | Spatially adaptive statistical modeling of wavelet image coefficients and its application to denoising. | Mehmet Kivan Mihak, Igor Kozintsev, Kannan Ramchandran |
| 1998 | DCC | Joint Source Channel Matching for a Wireless Communications Link. | Swaroop Appadwedula, Douglas L. Jones, Kannan Ramchandran, Igor Kozintsev |
| 1998 | DCC | Image Transmission Using Arithmetic Coding Based Continuous Error Detection. | Igor Kozintsev, Jim Chou, Kannan Ramchandran |
| 1998 | ICIP | Joint Source Channel Matching for a Wireless Image Transmission. | Swaroop Appadwedula, Douglas L. Jones, Kannan Ramchandran, Leiming Qian |
| 1998 | ICIP | A Simple Algorithm for Removing Blocking Artifacts in Block-Transform Coded Images. | Jim Chou, Matthew S. Crouse, Kannan Ramchandran |
| 1998 | ICIP | Adaptive Wavelet Packet Image Coding using an Estimation-Quantization Framework. | Mehmet Kivan Mihak, Kannan Ramchandran, Pierre Moulin |
| 1998 | ICIP | Capacity Issues in Digital Image Watermarking. | Sergio D. Servetto, Christine Podilchuk, Kannan Ramchandran |
| 1998 | ICIP | Multiple-Description Wavelet based Image Coding. | Sergio D. Servetto, Kannan Ramchandran, Vinay A. Vaishampayan, Klara Nahrstedt |
| 1998 | ICIP | Optimal Multiple Description Subband Coding. | Xuguang Yang, Kannan Ramchandran |
| 1998 | ICIP | An Optimal and Efficient Soft Caching Algorithm for Network Image Retrieval. | Xuguang Yang, Kannan Ramchandran |
| 1998 | MMSP | Efficient wireless image transmission under a total power constraint. | Swaroop Appadwedula, Manish Goel, Douglas L. Jones, Kannan Ramchandran, Naresh R. Shanbhag |
| 1998 | MMSP | Implementation of optimized cache replenishment algorithms in a soft caching system. | Jussi Kangasharju, Young Gap Kwon, Antonio Ortega, Xuguang Yang, Kannan Ramchandran |
| 1998 | MMSP | Joint source channel coding with hybrid FEC/ARQ for buffer constrained video transmission. | Rohit Puri, Kannan Ramchandran, Antonio Ortega |
| 1997 | DCC | Image Coding Based on Mixture Modeling of Wavelet Coefficients and a Fast Estimation-Quantization Framework. | Scott M. LePresto, Kannan Ramchandran, Michael T. Orchard |
| 1997 | ICASSP | Spread spectrum interference suppression using adaptive time-frequency tilings. | Brian S. Krongold, Michael L. Kramer, Kannan Ramchandran, Douglas L. Jones |
| 1997 | ICIP | A Hybrid Compressed-Uncompressed Framework for Wireless Image Transmission. | Igor Kozintsev, Kannan Ramchandran |
| 1997 | ICIP | Frequency-Shift-Invariant Orthonormal Wavelet Packet Representations. | Brian S. Krongold, Kannan Ramchandran, Douglas L. Jones |
| 1997 | ICIP | Efficient Terrain Data Representation for 3D Rendering Using the Generalized BFOS Algorithm. | Scott P. Oswald, Kannan Ramchandran, Thomas S. Huang |
| 1997 | ICIP | Efficient layered video delivery over multicarrier systems using optimized embedded modulation. | S. Sandeep Pradhan, Kannan Ramchandran |
| 1997 | ICIP | Optimal Segmentation of a VBR Source for its Parallel Transmission over Multiple ATM Connections. | Sergio D. Servetto, Kannan Ramchandran, Klara Nahrstedt, Antonio Ortega |
| 1997 | ICIP | A Binary Markov Model for the Quantized Wavelet Coefficients of Images and Its Rate/Distortion Optimization. | Sergio D. Servetto, Joseph M. Rosenblatt, Kannan Ramchandran |
| 1997 | ICIP | Hierarchical Backward Motion Compensation for Wavelet Video Coding Using Optimized Interpolation Filters. | Xuguang Yang, Kannan Ramchandran |
| 1997 | MMSP | A successively refinable wavelet-based representation for content-based image retrieval. | Sergio D. Servetto, Kannan Ramchandran, Thomas S. Huang |
| 1996 | DCC | Morphological Motion Field Representation for Region-Based Image Sequence Coding. | Xuguang Yang, Kannan Ramchandran |
| 1996 | ICASSP | Multiresolution joint source-channel coding using embedded constellations for power-constrained time-varying channels. | Igor Kozintsev, Kannan Ramchandran |
| 1996 | ICASSP | A novel hybrid technique for discrete rate-distortion optimization with applications to fast codebook search for SVQ. | Youngjun Yoo, Antonio Ortega, Kannan Ramchandran |
| 1996 | ICIP | Transform image coding based on joint adaptation of filter banks and tree structures. | Pierre Moulin, Kannan Ramchandran, Vladimir Pavlovic |
| 1996 | ICIP | Inverse halftoning using wavelets. | Zixiang Xiong, Michael T. Orchard, Kannan Ramchandran |
| 1996 | ICIP | A low-complexity region-based video compression framework using morphology. | Xuguang Yang, Kannan Ramchandran |
| 1995 | DCC | JPEG Optimization Entropy-Constrained Quantization Framework. | Matthew S. Crouse, Kannan Ramchandran |
| 1995 | ICASSP | Joint thresholding and quantizer selection for decoder-compatible baseline JPEG. | Matthew S. Crouse, Kannan Ramchandran |
| 1995 | ICASSP | An efficient algorithm to find a jointly optimal time-frequency segmentation using time-varying filter banks. | Cormac Herley, Zixiang Xiong, Kannan Ramchandran, Michael T. Orchard |
| 1995 | ICASSP | Morphological representation of wavelet data for image coding. | Sergio D. Servetto, Kannan Ramchandran, Michael T. Orchard |
| 1995 | ICIP | Nonlinear constrained least squares estimation to reduce artifacts in block transform-coded images. | Matthew S. Crouse, Kannan Ramchandran |
| 1995 | ICIP | Wavelet based image coding via morphological prediction of significance. | Sergio D. Servetto, Kannan Ramchandran, Michael T. Orchard |
| 1995 | ICIP | Space-frequency quantization for a space-varying wavelet packet image coder. | Zixiang Xiong, Cormac Herley, Kannan Ramchandran, Michael T. Orchard |
| 1994 | DCC | An Investigation of Wavelet-Based Image Coding Using an Entropy-Constrained Quantization Framework. | Michael T. Orchard, Kannan Ramchandran |
| 1994 | DCC | Syntax-Constrained Encoder Optimization Using Adaptive Quantization Thresholding for JPEG/MPEG Coders. | Kannan Ramchandran, Martin Vetterli |
| 1994 | ICIP | Optimal Supports for Linear Predictive Models. | Rajesh Rajagopalan, Michael T. Orchard, Kannan Ramchandran, Dilip Krishnaswamy |
| 1994 | ICIP | Wavelet Packets-Based Image Coding Using Joint Space-frequency Quantization. | Zixiang Xiong, Kannan Ramchandran, Michael T. Orchard, Kohtaro Asai |
| 1993 | ICASSP | Time-varying orthonormal tilings of the time-frequency plane. | Cormac Herley, Jelena Kovacevic, Kannan Ramchandran, Martin Vetterli |
| 1993 | ICASSP | Bit allocation for dependent quantization with applications to MPEG video coders. | Kannan Ramchandran, Antonio Ortega, Martin Vetterli |