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531 Results
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Poster
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Tue 7:00 |
Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling Will Grathwohl · Kuan-Chieh Wang · Joern-Henrik Jacobsen · David Duvenaud · Richard Zemel |
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Poster
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Tue 9:00 |
Recovery of Sparse Signals from a Mixture of Linear Samples Soumyabrata Pal · Arya Mazumdar |
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Poster
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Thu 12:00 |
The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks Jakub Swiatkowski · Kevin Roth · Bastiaan Veeling · Linh Tran · Joshua V Dillon · Jasper Snoek · Stephan Mandt · Tim Salimans · Rodolphe Jenatton · Sebastian Nowozin |
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Poster
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Thu 8:00 |
Principled learning method for Wasserstein distributionally robust optimization with local perturbations Yongchan Kwon · Wonyoung Kim · Joong-Ho (Johann) Won · Myunghee Cho Paik |
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Poster
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Tue 8:00 |
Near-optimal sample complexity bounds for learning Latent polytopes and applications to Ad-Mixtures Chiranjib Bhattacharyya · Ravindran Kannan |
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Poster
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Thu 6:00 |
New Oracle-Efficient Algorithms for Private Synthetic Data Release Giuseppe Vietri · Grace Tian · Mark Bun · Thomas Steinke · Steven Wu |
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Poster
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Tue 7:00 |
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising Xiaotian Hao · Zhaoqing Peng · Yi Ma · Guan Wang · Junqi Jin · Jianye Hao · Shan Chen · Rongquan Bai · Mingzhou Xie · Miao Xu · Zhenzhe Zheng · Chuan Yu · HAN LI · Jian Xu · Kun Gai |
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Poster
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Wed 8:00 |
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism Wang Chi Cheung · David Simchi-Levi · Ruihao Zhu |
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Poster
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Wed 5:00 |
Private Query Release Assisted by Public Data Raef Bassily · Albert Cheu · Shay Moran · Aleksandar Nikolov · Jonathan Ullman · Steven Wu |
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Poster
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Tue 8:00 |
Oracle Efficient Private Non-Convex Optimization Seth Neel · Aaron Roth · Giuseppe Vietri · Steven Wu |
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Poster
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Thu 6:00 |
Calibration, Entropy Rates, and Memory in Language Models Mark Braverman · Xinyi Chen · Sham Kakade · Karthik Narasimhan · Cyril Zhang · Yi Zhang |
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Poster
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Thu 17:00 |
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making Chengchun Shi · Runzhe Wan · Rui Song · Wenbin Lu · Ling Leng |