| 2021 | Symmetric Simplicial Neural Networks. | Nicols Rodrguez, Pedro Julin, Martin Villemur |
| 2021 | Characterizing Non-Stationary Millimeter-Wave Communication Using Fuzzy Entropy. | Mohammadreza Robaei, Robert Akl |
| 2021 | Image Deblurring using Multi-Scale Dilated Convolutions in a LSTM-based Neural Network. | Greig Richmond, Arlene A. Cole-Rhodes |
| 2021 | On Logarithmic Regret for Bandits with Knapsacks. | Wenbo Ren, Jia Liu, Ness B. Shroff |
| 2021 | Improving the Reliability of Pooled Testing with Combinatorial Decoding and Compressed Sensing. | Hendrik Bernd Petersen, Shankar Agarwal, Peter Jung, Bubacarr Bah |
| 2021 | Predicting Acute Kidney Injury via Interpretable Ensemble Learning and Attention Weighted Convoutional-Recurrent Neural Networks. | Yu-Chung Peng, Niharika Shimona D'Souza, Brian Bush, Charles Brown, Archana Venkataraman |
| 2021 | Optimal VWAP Strategies under Regime Switching. | Moustapha Pemy |
| 2021 | Bayesian Optimization and Gradient Boosting to Detect Phishing Websites. | Rakesh Pavan, Madhumitha Nara, Suhas Gopinath, Nagamma Patil |
| 2021 | A fresh look at some classical system identification methods. | Necmiye Ozay |
| 2021 | Personalized Online Optimization of Networked Systems via Gaussian Processes. | Ana M. Ospina, Emiliano Dall'Anese |
| 2021 | Multi-labelled Ocular Disease Diagnosis Enforcing Transfer Learning. | Vinay Nair, Savani Suranglikar, Sourabh Deshmukh, Yashraj Gavhane |
| 2021 | Human Indoor Positioning via Passive Spectrum Monitoring. | Huaizheng Mu, Jenny Liu, Robert L. Ewing, Jia Li |
| 2021 | Safe Linear Bandits. | Ahmadreza Moradipari, Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis |
| 2021 | Enhanced Determination of Gene Groups Based on Optimal Kernel PCA with Hierarchical Clustering Algorithm. | Nawin Najat Mohammed, Chewan Jalal Mohammed |
| 2021 | Decentralized Multi-agent Reinforcement Learning with Shared Actions. | Rajesh K. Mishra, Deepanshu Vasal, Sriram Vishwanath |
| 2021 | Parallel Computation of Event-Based Visual Features Using Relational Graphs. | Daniel R. Mendat, Jonah P. Sengupta, Drake K. Foreman, Andreas G. Andreou |
| 2021 | Leveraging Different Types of Predictors for Online Optimization (Invited Paper). | Jessica Maghakian, Russell Lee, Mohammad H. Hajiesmaili, Jian Li, Zhenhua Liu, Ramesh K. Sitaraman |
| 2021 | Optimum Detection of Defective Elements in Non-Adaptive Group Testing. | Gianluigi Liva, Enrico Paolini, Marco Chiani |
| 2021 | Axon Arbor Trade-off Between Wiring Cost, Delay, and Synchronization in Neuronal Networks. | Quanying Liu, Christian Kurniawan, Chenxi Xu, Siddhant Jagtap, Xiyu Deng, Kexin Lou, Yong Sheng Soh, Yorie Nakahira |
| 2021 | Blackwell Online Learning for Markov Decision Processes. | Tao Li, Guanze Peng, Quanyan Zhu |
| 2021 | A Practical Low Delay Digital Scheme for Wyner-Ziv Coding over Gaussian Broadcast Channel. | Zhuobin Lin, Xuechen Chen, Xuming Lu, Hongzhou Tan |
| 2021 | Online Optimization with Predictions and Non-convex Losses. | Yiheng Lin |
| 2021 | Non-Parametric Quickest Detection of a Change in the Mean of an Observation Sequence. | Yuchen Liang, Venugopal V. Veeravalli |
| 2021 | An Unsupervised Learning Approach for In-Vehicle Network Intrusion Detection. | Nandi Leslie |
| 2021 | A Superquantile Approach to Federated Learning with Heterogeneous Devices. | Yassine Laguel, Krishna Pillutla, Jrme Malick, Zad Harchaoui |