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Poster
Tue 14:00 Misspecification in Prediction Problems and Robustness via Improper Learning
Annie Marsden · John Duchi · Gregory Valiant
Poster
Tue 14:00 Online Robust Control of Nonlinear Systems with Large Uncertainty
Dimitar Ho · Hoang Le · John Doyle · Yisong Yue
Poster
Tue 14:00 Online Model Selection for Reinforcement Learning with Function Approximation
Jonathan Lee · Aldo Pacchiano · Vidya Muthukumar · Weihao Kong · Emma Brunskill
Poster
Tue 14:00 Differentially Private Online Submodular Maximization
Sebastian Perez-Salazar · Rachel Cummings
Poster
Tue 14:00 An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling
QIN DING · Cho-Jui Hsieh · James Sharpnack
Poster
Tue 14:00 Active Online Learning with Hidden Shifting Domains
Yining Chen · Haipeng Luo · Tengyu Ma · Chicheng Zhang
Poster
Tue 14:00 Multitask Bandit Learning Through Heterogeneous Feedback Aggregation
Zhi Wang · Chicheng Zhang · Manish Kumar Singh · Laurel Riek · Kamalika Chaudhuri
Poster
Tue 14:00 Non-Stationary Off-Policy Optimization
Joey Hong · Branislav Kveton · Manzil Zaheer · Yinlam Chow · Amr Ahmed
Poster
Tue 14:00 Right Decisions from Wrong Predictions: A Mechanism Design Alternative to Individual Calibration
Shengjia Zhao · Stefano Ermon
Poster
Tue 14:00 An Optimal Reduction of TV-Denoising to Adaptive Online Learning
Dheeraj Baby · Xuandong Zhao · Yu-Xiang Wang
Poster
Tue 14:00 Reinforcement Learning for Mean Field Games with Strategic Complementarities
Kiyeob Lee · Desik Rengarajan · Dileep Kalathil · Srinivas Shakkottai
Oral
Tue 16:45 Provably Efficient Safe Exploration via Primal-Dual Policy Optimization
Dongsheng Ding · Xiaohan Wei · Zhuoran Yang · Zhaoran Wang · Mihailo Jovanovic