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102 Results
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Workshop
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Fri 7:30 |
Panel: Uncertainty-Aware Machine Learning for Robotics (Q&A 1) Georgia Chalvatzaki · Stefanie Tellex · Animesh Garg |
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Poster
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Thu 14:00 |
Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification Jian Yang · Kai Zhu · Kecheng Zheng · Yang Cao |
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Poster
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Tue 9:00 |
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup Zongbo Han · Zhipeng Liang · Fan Yang · Liu Liu · Lanqing Li · Yatao Bian · Peilin Zhao · Bingzhe Wu · Changqing Zhang · Jianhua Yao |
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Poster
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Wed 14:00 |
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees Wenying Deng · Beau Coker · Rajarshi Mukherjee · Jeremiah Liu · Brent Coull |
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Poster
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Plan To Predict: Learning an Uncertainty-Foreseeing Model For Model-Based Reinforcement Learning Zifan Wu · Chao Yu · Chen Chen · Jianye Hao · Hankz Hankui Zhuo |
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Poster
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Thu 9:00 |
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification Yanbo Xu · Alind Khare · Glenn Matlin · Monish Ramadoss · Rishikesan Kamaleswaran · Chao Zhang · Alexey Tumanov |
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Poster
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Thu 14:00 |
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning Jifeng Hu · Yanchao Sun · Hechang Chen · Sili Huang · haiyin piao · Yi Chang · Lichao Sun |
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Poster
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Thu 9:00 |
Recruitment Strategies That Take a Chance Gregory Kehne · Ariel Procaccia · Jingyan Wang |
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Poster
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Tue 9:00 |
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs Philipp Oberdiek · Gernot Fink · Matthias Rottmann |
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Poster
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Wed 14:00 |
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification Ruoxi Jiang · Rebecca Willett |
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Poster
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Wed 14:00 |
Posterior and Computational Uncertainty in Gaussian Processes Jonathan Wenger · Geoff Pleiss · Marvin Pförtner · Philipp Hennig · John Cunningham |
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Poster
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Thu 14:00 |
Semantic uncertainty intervals for disentangled latent spaces Swami Sankaranarayanan · Anastasios Angelopoulos · Stephen Bates · Yaniv Romano · Phillip Isola |