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Poster
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Tue 17:00
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Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation
Asuman Ozdaglar · Sarath Pattathil · Jiawei Zhang · Kaiqing Zhang
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Poster
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Thu 13:30
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2D-Shapley: A Framework for Fragmented Data Valuation
Zhihong Liu · Hoang Anh Just · Xiangyu Chang · Xi Chen · Ruoxi Jia
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Poster
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Thu 16:30
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Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework
Arman Rahbar · Ashkan Panahi · Morteza Haghir Chehreghani · Devdatt Dubhashi · Hamid Krim
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Poster
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Thu 16:30
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A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
Haiyan Jiang · srinivas anumasa · Giulia De Masi · Huan Xiong · Bin Gu
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Poster
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Thu 16:30
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GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming
Huigen Ye · Hua Xu · Hongyan Wang · Chengming WANG · Yu Jiang
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Poster
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Tue 14:00
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CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
Nan Yin · Li Shen · Mengzhu Wang · Long Lan · Zeyu Ma · Chong Chen · Xian-Sheng Hua · Xiao Luo
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Poster
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Wed 14:00
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A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions
Daniel Lundstrom · Meisam Razaviyayn
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Poster
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Wed 14:00
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ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
Wang Zhang · Lily Weng · Subhro Das · Alexandre Megretsky · Luca Daniel · Lam Nguyen
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Poster
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Thu 16:30
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FREDIS: A Fusion Framework of Refinement and Disambiguation for Unreliable Partial Label Learning
Congyu Qiao · Ning Xu · JIAQI LYU · yi ren · Xin Geng
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Poster
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Tue 14:00
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A Distribution Optimization Framework for Confidence Bounds of Risk Measures
Hao Liang · Zhi-Quan Luo
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Poster
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Wed 14:00
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NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data
LIU SONGMING · Zhongkai Hao · Chengyang Ying · Hang Su · Ze Cheng · Jun Zhu
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Poster
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Tue 17:00
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Data-Copying in Generative Models: A Formal Framework
Robi Bhattacharjee · Sanjoy Dasgupta · Kamalika Chaudhuri
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