| 2020 | Universal Bayes Consistency in Metric Spaces. | Steve Hanneke, Aryeh Kontorovich, Sivan Sabato, Roi Weiss |
| 2020 | Learning Whenever Learning is Possible: Universal Learning under General Stochastic Processes. | Steve Hanneke |
| 2020 | On Nonnegative CP Tensor Decomposition Robustness to Noise. | Jamie Haddock, Lara Kassab, Alona Kryshchenko, Deanna Needell |
| 2020 | Safe Testing. | Peter Grnwald, Rianne de Heide, Wouter M. Koolen |
| 2020 | Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery. | Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin |
| 2020 | Identifying unpredictable test examples with worst-case guarantees. | Shafi Goldwasser, Adam Tauman Kalai, Yael Tauman Kalai, Omar Montasser |
| 2020 | Agent Learning and Autoregressive Modeling. | Jerry D. Gibson |
| 2020 | Communication-Efficient and Byzantine-Robust Distributed Learning. | Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran |
| 2020 | Common Information Components Analysis. | Michael Gastpar, Erixhen Sula |
| 2020 | Cost-Aware Learning and Optimization for Opportunistic Spectrum Access. | Chao Gan, Ruida Zhou, Jing Yang, Cong Shen |
| 2020 | Random access channel assignment on a collision erasure channel. | Abhinanda Dutta, Steven Weber |
| 2020 | Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization. | Ahmed Douik, Babak Hassibi |
| 2020 | Structure theory for ensemble controllability, observability, and duality. | Xudong Chen |
| 2020 | Tensor Completion through Total Variation with Initialization from Weighted HOSVD. | Zehan Chao, Longxiu Huang, Deanna Needell |
| 2020 | Active Embedding Search via Noisy Paired Comparisons. | Gregory H. Canal, Andrew K. Massimino, Mark A. Davenport, Christopher J. Rozell |
| 2020 | A method to find the volume of a sphere in the Lee metric, and its applications. | Sagnik Bhattacharya, Adrish Banerjee |
| 2020 | Residual Based Sampling for Online Low Rank Approximation. | Aditya Bhaskara, Silvio Lattanzi, Sergei Vassilvitskii, Morteza Zadimoghaddam |
| 2020 | Spatial Correlation in Single-Carrier Massive MIMO Systems. | Nader Beigiparast, Gokhan M. Guvensen, Ender Ayanoglu |
| 2020 | Research Statement. | Anirbit |
| 2020 | New perspectives on MAC feedback capacity using decentralized sequential active hypothesis testing paradigm. | Achilleas Anastasopoulos, S. Sandeep Pradhan |
| 2020 | Differentially Private Algorithms for Learning Mixtures of Separated Gaussians. | Gautam Kamath, Or Sheffet, Vikrant Singhal, Jonathan R. Ullman |
| 2018 | A Random Access Scheme to Balance Energy Efficiency and Accuracy in Monitoring Applications. | Daniel Zucchetto, Chiara Pielli, Andrea Zanella, Michele Zorzi |
| 2018 | Phase Retrieval Using Alternating Minimization in a Batch Setting. | Teng Zhang |
| 2018 | Uplink Oblivious Cloud Radio Access Networks: An Information Theoretic Overview. | Abdellatif Zaidi, Inaki Estella Aguerri, Giuseppe Caire, Shlomo Shamai Shitz |
| 2018 | Reed-Solomon-Based Quasi-Cyclic LDPC Codes: Designs, Cycle Structure and Erasure Correction. | Xin Xiao, William E. Ryan, Bane Vasic, Shu Lin, Khaled A. S. Abdel-Ghaffar |