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Affinity Event
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Supporting Responsible Machine Learning by Improving Data Curation
Eshta Bhardwaj · Christoph Becker
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Poster
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Thu 16:30
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Data subsampling for Poisson regression with pth-root-link
Han Cheng Lie · Alexander Munteanu
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Poster
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Wed 16:30
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Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming
Shinsaku Sakaue · Taihei Oki
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Poster
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Wed 11:00
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Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
Nicola Bariletto · Nhat Ho
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Poster
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Wed 11:00
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Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
Yaqi Duan · Martin Wainwright
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Workshop
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Sun 8:30
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Invited talk: data-driven vs inductive bias-driven methods in machine learning and the physical sciences
Lukas Heinrich
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Poster
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Fri 16:30
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A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
Andrej Tschalzev · Sascha Marton · Stefan Lüdtke · Christian Bartelt · Heiner Stuckenschmidt
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Poster
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Thu 16:30
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Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach
Hao Zhang · Chenglin Li · Nuowen Kan · Ziyang Zheng · Wenrui Dai · Junni Zou · Hongkai Xiong
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Poster
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Thu 16:30
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Full-Distance Evasion of Pedestrian Detectors in the Physical World
Zhi Cheng · Zhanhao Hu · Yuqiu Liu · Jianmin Li · Hang Su · Xiaolin Hu
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Poster
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Wed 16:30
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Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment
Weichao Zhou · Wenchao Li
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Poster
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Fri 11:00
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Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
Thibault Simonetto · Salah GHAMIZI · Maxime Cordy
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Poster
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Wed 16:30
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Collaboration! Towards Robust Neural Methods for Routing Problems
Jianan Zhou · Yaoxin Wu · Zhiguang Cao · Wen Song · Jie Zhang · Zhiqi Shen
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