| 2025 | CVPR | CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices. | Mariamma Antony, Rajiv Porana, Sahil M. Lathiya, Siva Teja Kakileti, Chiranjib Bhattacharyya |
| 2025 | ICLR | LevAttention: Time, Space and Streaming Efficient Algorithm for Heavy Attentions. | Ravindran Kannan, Chiranjib Bhattacharyya, Praneeth Kacham, David P. Woodruff |
| 2024 | AISTATS | LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields. | Chaitanya Murti, Dhruva Kashyap, Chiranjib Bhattacharyya |
| 2024 | ICALP | Random Separating Hyperplane Theorem and Learning Polytopes. | Chiranjib Bhattacharyya, Ravindran Kannan, Amit Kumar |
| 2023 | ICLR | TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning. | Chaitanya Murti, Tanay Narshana, Chiranjib Bhattacharyya |
| 2023 | ICLR | DFPC: Data flow driven pruning of coupled channels without data. | Tanay Narshana, Chaitanya Murti, Chiranjib Bhattacharyya |
| 2022 | CIKM | Analysis of Knowledge Transfer in Kernel Regime. | Ashkan Panahi, Arman Rahbar, Chiranjib Bhattacharyya, Devdatt P. Dubhashi, Morteza Haghir Chehreghani |
| 2022 | SODA | How many Clusters? - An algorithmic answer. | Chiranjib Bhattacharyya, Ravindran Kannan, Amit Kumar |
| 2021 | AAAI | Dynamic to Static Lidar Scan Reconstruction Using Adversarially Trained Auto Encoder. | Prashant Kumar, Sabyasachi Sahoo, Vanshil Shah, Vineetha Kondameedi, Abhinav Jain, Akshaj Verma, Chiranjib Bhattacharyya, Vinay Vishwanath |
| 2021 | AIES | Rawlsian Fair Adaptation of Deep Learning Classifiers. | Kulin Shah, Pooja Gupta, Amit Deshpande, Chiranjib Bhattacharyya |
| 2021 | ICLR | Learning a Latent Simplex in Input Sparsity Time. | Ainesh Bakshi, Chiranjib Bhattacharyya, Ravi Kannan, David P. Woodruff, Samson Zhou |
| 2021 | ICML | Finding k in Latent k- polytope. | Chiranjib Bhattacharyya, Ravindran Kannan, Amit Kumar |
| 2021 | ICRA | Can Non-Humanoid Social Robots Reduce Workload of Special Educators : An Online and In-Premises Field Study. | Nabanita Paul, Siddharth Ramesh, Chiranjib Bhattacharyya, Jayashree Ramesh, Priya Vijayan |
| 2020 | ICML | Near-optimal sample complexity bounds for learning Latent k-polytopes and applications to Ad-Mixtures. | Chiranjib Bhattacharyya, Ravindran Kannan |
| 2020 | IJCAI | Learning With Subquadratic Regularization : A Primal-Dual Approach. | Raman Sankaran, Francis R. Bach, Chiranjib Bhattacharyya |
| 2020 | SODA | Finding a latent | Chiranjib Bhattacharyya, Ravindran Kannan |
| 2019 | AAAI | How Many Pairwise Preferences Do We Need to Rank a Graph Consistently? | Aadirupa Saha, Rakesh Shivanna, Chiranjib Bhattacharyya |
| 2019 | ACL | Word2Sense: Sparse Interpretable Word Embeddings. | Abhishek Panigrahi, Harsha Vardhan Simhadri, Chiranjib Bhattacharyya |
| 2019 | ACL | Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks. | Shikhar Vashishth, Manik Bhandari, Prateek Yadav, Piyush Rai, Chiranjib Bhattacharyya, Partha P. Talukdar |
| 2019 | PRICAI | Optimizing DNN Architectures for High Speed Autonomous Navigation in GPS Denied Environments on Edge Devices. | Prafull Prakash, Chaitanya Murti, J. Saketha Nath, Chiranjib Bhattacharyya |
| 2019 | UAI | Be Greedy: How Chromatic Number meets Regret Minimization in Graph Bandits. | Aadirupa Saha, Shreyas Sheshadri, Chiranjib Bhattacharyya |
| 2018 | AISTATS | Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach. | Achintya Kundu, Francis R. Bach, Chiranjib Bhattacharyya |
| 2018 | EMNLP | RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information. | Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga, Chiranjib Bhattacharyya, Partha P. Talukdar |
| 2018 | ICML | Using Inherent Structures to design Lean 2-layer RBMs. | Abhishek Bansal, Abhinav Anand, Chiranjib Bhattacharyya |
| 2017 | AISTATS | Identifying Groups of Strongly Correlated Variables through Smoothed Ordered Weighted L | Raman Sankaran, Francis R. Bach, Chiranjib Bhattacharyya |
| 2017 | CIKM | SOPER: Discovering the Influence of Fashion and the Many Faces of User from Session Logs using Stick Breaking Process. | Lucky Dhakad, Mrinal Kanti Das, Chiranjib Bhattacharyya, Samik Datta, Mihir Kale, Vivek Mehta |
| 2017 | ICML | Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery. | Ashkan Panahi, Devdatt P. Dubhashi, Fredrik D. Johansson, Chiranjib Bhattacharyya |
| 2016 | ICML | Non-negative Matrix Factorization under Heavy Noise. | Chiranjib Bhattacharyya, Navin Goyal, Ravindran Kannan, Jagdeep Pani |
| 2016 | SDM | Copula-HDP-HMM: Non-parametric Modeling of Temporal Multivariate Data for I/O Efficient Bulk Cache Preloading. | Lavanya Sita Tekumalla, Chiranjib Bhattacharyya |
| 2015 | AAAI | Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence. | Goutham Tholpadi, Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya |
| 2015 | CICLING | Translation Induction on Indian Language Corpora Using Translingual Themes from Other Languages. | Goutham Tholpadi, Chiranjib Bhattacharyya, Shirish K. Shevade |
| 2015 | ICML | Ordered Stick-Breaking Prior for Sequential MCMC Inference of Bayesian Nonparametric Models. | Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya |
| 2015 | IJCAI | EntScene: Nonparametric Bayesian Temporal Segmentation of Videos Aimed at Entity-Driven Scene Detection. | Adway Mitra, Chiranjib Bhattacharyya, Soma Biswas |
| 2015 | RecSys | Content Driven User Profiling for Comment-Worthy Recommendations of News and Blog Articles. | Trapit Bansal, Mrinal Kanti Das, Chiranjib Bhattacharyya |
| 2015 | SDM | Temporally Coherent CRP: A Bayesian Non-Parametric Approach for Clustering Tracklets with applications to Person Discovery in Videos. | Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya |
| 2015 | SDM | Mining Block I/O Traces for Cache Preloading with Sparse Temporal Non-parametric Mixture of Multivariate Poisson. | Lavanya Sita Tekumalla, Chiranjib Bhattacharyya |
| 2014 | ICML | Global graph kernels using geometric embeddings. | Fredrik D. Johansson, Vinay Jethava, Devdatt P. Dubhashi, Chiranjib Bhattacharyya |
| 2014 | WSDM | Going beyond Corr-LDA for detecting specific comments on news & blogs. | Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya |
| 2013 | ICML | Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically. | Mrinal Kanti Das, Suparna Bhattacharya, Chiranjib Bhattacharyya, Kanchi Gopinath |
| 2013 | ITW | Lovasz ϑ, SVMs and applications. | Vinay Jethava, Jacob Sznajdman, Chiranjib Bhattacharyya, Devdatt P. Dubhashi |
| 2012 | ECIR | Cluster Labeling for Multilingual Scatter/Gather Using Comparable Corpora. | Goutham Tholpadi, Mrinal Kanti Das, Chiranjib Bhattacharyya, Shirish K. Shevade |
| 2012 | ICASSP | Eigen-profiles of spatio-temporal fragments for adaptive region-based tracking. | Adway Mitra, Anoop Kolar Rajagopal, Ujwal D. Bonde, Chiranjib Bhattacharyya, K. R. Ramakrishnan |
| 2012 | ICDM | Dynamic Multi-relational Chinese Restaurant Process for Analyzing Influences on Users in Social Media. | Himabindu Lakkaraju, Indrajit Bhattacharya, Chiranjib Bhattacharyya |
| 2012 | ICPR | Covariance profiles: A signature representation for object sets. | Anoop Kolar Anoop, Adway Mitra, Ujwal D. Bonde, Chiranjib Bhattacharyya, K. R. Ramakrishnan |
| 2012 | PDP | TCP: Thread Contention Predictor for Parallel Programs. | Aparna Mandke Dani, Bharadwaj Amrutur, Y. N. Srikant, Chiranjib Bhattacharyya |
| 2011 | CIKM | Supervised matching of comments with news article segments. | Dyut Kumar Sil, Srinivasan H. Sengamedu, Chiranjib Bhattacharyya |
| 2011 | ICDM | Learning Dirichlet Processes from Partially Observed Groups. | Avinava Dubey, Indrajit Bhattacharya, Mrinal Kanti Das, Tanveer A. Faruquie, Chiranjib Bhattacharyya |
| 2011 | KDD | Diversity in ranking via resistive graph centers. | Avinava Dubey, Soumen Chakrabarti, Chiranjib Bhattacharyya |
| 2011 | WWW | ReadAlong: reading articles and comments together. | Dyut Kumar Sil, Srinivasan H. Sengamedu, Chiranjib Bhattacharyya |
| 2011 | SIGIR | Scalable multi-dimensional user intent identification using tree structured distributions. | Vinay Jethava, Liliana Caldern-Benavides, Ricardo Baeza-Yates, Chiranjib Bhattacharyya, Devdatt P. Dubhashi |
| 2011 | SDM | Exploiting Coherence for the Simultaneous Discovery of Latent Facets and associated Sentiments. | Himabindu Lakkaraju, Chiranjib Bhattacharyya, Indrajit Bhattacharya, Srujana Merugu |
| 2010 | FAST | Discovery of Application Workloads from Network File Traces. | Neeraja J. Yadwadkar, Chiranjib Bhattacharyya, Kanchi Gopinath, Thirumale Niranjan, Sai Susarla |
| 2010 | ICML | Robust Formulations for Handling Uncertainty in Kernel Matrices. | Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Aharon Ben-Tal |
| 2009 | ICDM | Conditional Models for Non-smooth Ranking Loss Functions. | Avinava Dubey, Jinesh Machchhar, Chiranjib Bhattacharyya, Soumen Chakrabarti |
| 2009 | ICMLA | Discovering Rules from Disk Events for Predicting Hard Drive Failures. | Vipul Agarwal, Chiranjib Bhattacharyya, Thirumale Niranjan, Sai Susarla |
| 2009 | PAKDD | Interval Data Classification under Partial Information: A Chance-Constraint Approach. | Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya |
| 2007 | ICDAR | Frchet Distance Based Approach for Searching Online Handwritten Documents. | E. Sriraghavendra, K. Karthik, Chiranjib Bhattacharyya |
| 2007 | ICML | Focused crawling with scalable ordinal regression solvers. | Rashmin Babaria, J. Saketha Nath, S. Krishnan, K. R. Sivaramakrishnan, Chiranjib Bhattacharyya, M. Narasimha Murty |
| 2007 | ICML | Structural alignment based kernels for protein structure classification. | Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma R. Chandra |
| 2007 | IJCNN | Kernels for Large Margin Time-Series Classification. | K. R. Sivaramakrishnan, K. Karthik, Chiranjib Bhattacharyya |
| 2007 | SDM | Maximum Margin Classifiers with Specified False Positive and False Negative Error Rates. | J. Saketha Nath, Chiranjib Bhattacharyya |
| 2006 | KDD | Clustering based large margin classification: a scalable approach using SOCP formulation. | J. Saketha Nath, Chiranjib Bhattacharyya, M. Narasimha Murty |
| 2005 | ICCSA | Ascent Phase Trajectory Optimization for a Hypersonic Vehicle Using Nonlinear Programming. | H. M. Prasanna, Debasish Ghose, M. Seetharama Bhat, Chiranjib Bhattacharyya, J. Umakant |
| 2004 | ICDCIT | Efficient Algorithms for Intrusion Detection. | Niranjan K. Boora, Chiranjib Bhattacharyya, Kanchi Gopinath |
| 2004 | ICONIP | Time Series Classification for Online Tamil Handwritten Character Recognition - A Kernel Based Approach. | K. R. Sivaramakrishnan, Chiranjib Bhattacharyya |
| 2002 | WABI | Simultaneous Relevant Feature Identification and Classification in High-Dimensional Spaces. | L. R. Grate, Chiranjib Bhattacharyya, Michael I. Jordan, I. Saira Mian |