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Distinguished Papers
Best Paper Award
Best Student Paper Award
- Suspicious Alignment of SGD:A Fine-Grained Step Size Condition Analysis
Shenyang Deng, Boyao Liao, Zhuoli Ouyang, Tianyu Pang, Minhak Song, Yaoqing Yang
- Last-iterate Convergence for Symmetric, General-sum, $2 \times 2$ Games Under The Exponential Weights Dynamic
Guanghui Wang, Krishna Acharya, Lokranjan Lakshmikanthan, Vidya Muthukumar, Juba Ziani
Elegant Paper Badge
- Sink equilibria and the attractors of learning in games
Oliver Biggar, Christos H. Papadimitriou
- Optimal Bounds for Tyler’s M-Estimator for Elliptical Distributions
Akshay Ramachandran, Lap Lau
- Reusing Samples in Variance Reduction
Yujia Jin, Ishani Karmarkar, Aaron Sidford, Jiayi Wang
- A Martingale Kernel Two-Sample Test
Anirban Chatterjee, Aaditya Ramdas
- On the Hardness of Learning Regular Expressions
Idan Attias, Lev Reyzin, Nathan Srebro, Gal Vardi
- Closeness testing from distributed measurements
Clement Louis Canonne, Aditya Vikram Singh
- Universal Dynamic Regret and Constraint Violation Bounds for Constrained Online Convex Optimization
Subhamon Supantha, Abhishek Sinha
- Talagrand Meets Talagrand: Upper and Lower Bounds on Expected Soft Maxima of Gaussian Processes with Finite Index Sets
Yifeng Chu, Maxim Raginsky
- Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization
Matan Schliserman, Tomer Koren
- Uniform Convergence Beyond Glivenko-Cantelli
Tanmay Devale, Pramith Devulapalli, Steve Hanneke
- Relative Information Gain and Gaussian Process Regression
Hamish Flynn