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Workshop
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Completing the Model Optimization Process by Correcting Patterns of Failure in Regression Tasks
Thomas Bonnier
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Workshop
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Optimal Behavior Prior: Data-Efficient Human Models for Improved Human-AI Collaboration
Mesut Yang · Micah Carroll · Anca Dragan
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Workshop
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Sat 12:00
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Zico Kolter, Adapt like you train: How optimization at training time affects model finetuning and adaptation
J. Zico Kolter
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Workshop
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Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models
Sajith Rajapaksa · Farzad Khalvati
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Poster
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Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation
Xiang Gu · Yucheng Yang · Wei Zeng · Jian Sun · Zongben Xu
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Poster
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Thu 9:00
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When Does Differentially Private Learning Not Suffer in High Dimensions?
Xuechen Li · Daogao Liu · Tatsunori Hashimoto · Huseyin A. Inan · Janardhan Kulkarni · Yin-Tat Lee · Abhradeep Guha Thakurta
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Poster
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Optimal Positive Generation via Latent Transformation for Contrastive Learning
Yinqi Li · Hong Chang · Bingpeng MA · Shiguang Shan · Xilin Chen
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Workshop
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Minimax Optimal Fair Regression under Linear Model
Kazuto Fukuchi · Jun Sakuma
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Poster
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Wed 14:00
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Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance
Dohyun Kwon · Ying Fan · Kangwook Lee
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Poster
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Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures
Shitong Luo · Yufeng Su · Xingang Peng · Sheng Wang · Jian Peng · Jianzhu Ma
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Poster
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Tue 14:00
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End-to-end Stochastic Optimization with Energy-based Model
Lingkai Kong · Jiaming Cui · Yuchen Zhuang · Rui Feng · B. Aditya Prakash · Chao Zhang
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Poster
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Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation
Adrien Vacher · Francois-Xavier Vialard
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