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2907 Results
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Workshop
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Mon 8:00 |
Safe and Robust Control of Uncertain Systems Ashwin Balakrishna · Brijen Thananjeyan · Daniel Brown · Marek Petrik · Melanie Zeilinger · Sylvia Herbert |
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Invited Talk
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Tue 23:00 |
Do We Know How to Estimate the Mean? Gabor Lugosi |
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Workshop
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Mon 7:50 |
Machine Learning for Autonomous Driving Xinshuo Weng · Jiachen Li · Nick Rhinehart · Daniel Omeiza · Ali Baheri · Rowan McAllister |
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Workshop
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Tue 5:30 |
Bridging the Gap: from Machine Learning Research to Clinical Practice Julia Vogt · Ece Ozkan · Sonali Parbhoo · Melanie F. Pradier · Patrick Schwab · Shengpu Tang · Mario Wieser · Jiayu Yao |
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Poster
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Wed 16:30 |
Pseudo-Spherical Contrastive Divergence Lantao Yu · Jiaming Song · Yang Song · Stefano Ermon |
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Poster
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Thu 16:30 |
Learning in Multi-Stage Decentralized Matching Markets Xiaowu Dai · Michael Jordan |
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Poster
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Thu 16:30 |
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training Anup Sarma · Sonali Singh · Huaipan Jiang · Rui Zhang · Mahmut Kandemir · Chita Das |
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Spotlight
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Random Shuffling Beats SGD Only After Many Epochs on Ill-Conditioned Problems Itay Safran · Ohad Shamir |
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Poster
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Thu 8:30 |
Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent Rishav Chourasia · Jiayuan Ye · Reza Shokri |
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Poster
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Wed 0:30 |
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning Danruo DENG · Guangyong Chen · Jianye Hao · Qiong Wang · Pheng-Ann Heng |
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Poster
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Wed 0:30 |
FINE Samples for Learning with Noisy Labels Taehyeon Kim · Jongwoo Ko · sangwook Cho · JinHwan Choi · Se-Young Yun |
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Poster
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Fri 8:30 |
Distributionally Robust Imitation Learning Mohammad Ali Bashiri · Brian Ziebart · Xinhua Zhang |