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Poster
Wed 0:30 FINE Samples for Learning with Noisy Labels
Taehyeon Kim · Jongwoo Ko · sangwook Cho · JinHwan Choi · Se-Young Yun
Poster
Fri 8:30 Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels
Stefani Karp · Ezra Winston · Yuanzhi Li · Aarti Singh
Poster
Wed 0:30 Training Neural Networks is ER-complete
Mikkel Abrahamsen · Linda Kleist · Tillmann Miltzow
Workshop
Learning Full Configuration Interaction Electron Correlations with Deep Learning
HECTOR CORZO · Arijit Sehanobish · Onur Kara
Poster
Tue 8:30 A unified framework for bandit multiple testing
Ziyu Xu · Ruodu Wang · Aaditya Ramdas
Poster
Thu 0:30 Subquadratic Overparameterization for Shallow Neural Networks
ChaeHwan Song · Ali Ramezani-Kebrya · Thomas Pethick · Armin Eftekhari · Volkan Cevher
Poster
Fri 8:30 Exponential Separation between Two Learning Models and Adversarial Robustness
Grzegorz Gluch · Ruediger Urbanke
Poster
Tue 16:30 Faster Matchings via Learned Duals
Michael Dinitz · Sungjin Im · Thomas Lavastida · Benjamin Moseley · Sergei Vassilvitskii
Poster
Tue 8:30 Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations
Yu-Lin Tsai · Chia-Yi Hsu · Chia-Mu Yu · Pin-Yu Chen
Poster
Tue 16:30 Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms
Chi Jin · Qinghua Liu · Sobhan Miryoosefi
Workshop
Mon 9:40 Keynote: Susan Athey (Machine Learning with Strategic Agents: Lessons from Incentive Theory and Econometrics)
Workshop
Mon 13:00 Keynote: Dorsa Sadigh (Theory and Practice of Partner-Aware Algorithms in Multi-Agent Coordination)