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396 Results
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Poster
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Thu 6:00 |
Low-Rank Bottleneck in Multi-head Attention Models Srinadh Bhojanapalli · Chulhee Yun · Ankit Singh Rawat · Sashank Jakkam Reddi · Sanjiv Kumar |
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Poster
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Wed 13:00 |
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates Anastasiia Koloskova · Nicolas Loizou · Sadra Boreiri · Martin Jaggi · Sebastian Stich |
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Poster
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Wed 5:00 |
Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control Jie Xu · Yunsheng Tian · Pingchuan Ma · Daniela Rus · Shinjiro Sueda · Wojciech Matusik |
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Poster
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Thu 9:00 |
Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning Sai Krishna Gottipati · Boris Sattarov · Sufeng Niu · Yashaswi Pathak · Haoran Wei · Shengchao Liu · Shengchao Liu · Simon Blackburn · Karam Thomas · Connor Coley · Jian Tang · Sarath Chandar · Yoshua Bengio |
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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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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 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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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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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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Tue 11:00 |
Consistent Structured Prediction with Max-Min Margin Markov Networks Alex Nowak · Francis Bach · Alessandro Rudi |
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Poster
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Tue 7:00 |
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case shuai zhang · Meng Wang · Sijia Liu · Pin-Yu Chen · Jinjun Xiong |