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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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Workshop
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Offline Robot Reinforcement Learning with Uncertainty-Guided Human Expert Sampling
Ashish Kumar · Ilya Kuzovkin
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Poster
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Wed 9:00
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Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game
Guiliang Liu · Yudong Luo · Oliver Schulte · Pascal Poupart
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Poster
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Tue 14:00
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Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
Bat-Sheva Einbinder · Yaniv Romano · Matteo Sesia · Yanfei Zhou
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Workshop
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Uncertainty-aware predictive modeling for fair data-driven decisions
Patrick Kaiser · Christoph Kern · David Rügamer
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Workshop
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Using uncertainty-aware machine learning models to study aerosol-cloud interactions
Maëlys Solal · Andrew Jesson · Yarin Gal · Alyson Douglas
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Poster
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Tue 9:00
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Semi-Supervised Video Salient Object Detection Based on Uncertainty-Guided Pseudo Labels
Yongri Piao · Chenyang Lu · Miao Zhang · Huchuan Lu
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Poster
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Thu 14:00
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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
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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
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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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Thu 9:00
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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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Workshop
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Uncertainty-aware self-training with expectation maximization basis transformation
Zijia Wang · Wenbin Yang · Zhi-Song Liu · Zhen Jia
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