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