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366 Results
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Poster
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Wed 4:30 |
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to KK-Level Stochastic Optimizations Xiaokang Pan · Xingyu Li · Jin Liu · Tao Sun · Kai Sun · Lixing Chen · Zhe Qu |
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Poster
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Wed 4:30 |
Position: Future Directions in the Theory of Graph Machine Learning Christopher Morris · Fabrizio Frasca · Nadav Dym · Haggai Maron · Ismail Ceylan · Ron Levie · Derek Lim · Michael Bronstein · Martin Grohe · Stefanie Jegelka |
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Poster
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Tue 4:30 |
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning Shuai Zhang · Heshan Fernando · Miao Liu · Keerthiram Murugesan · Songtao Lu · Pin-Yu Chen · Tianyi Chen · Meng Wang |
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Poster
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Tue 2:30 |
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences Andi Nika · Debmalya Mandal · Parameswaran Kamalaruban · Georgios Tzannetos · Goran Radanovic · Adish Singla |
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Workshop
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How Consensus-Based Optimization can be Interpreted as a Stochastic Relaxation of Gradient Descent Konstantin Riedl · Timo Klock · Carina Geldhauser · Massimo Fornasier |
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Poster
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Tue 4:30 |
Position: TrustLLM: Trustworthiness in Large Language Models Yue Huang · Lichao Sun · Haoran Wang · Siyuan Wu · Qihui Zhang · Yuan Li · Chujie Gao · Yixin Huang · Wenhan Lyu · Yixuan Zhang · Xiner Li · Hanchi Sun · Zhengliang Liu · Yixin Liu · Yijue Wang · Zhikun Zhang · Bertie Vidgen · Bhavya Kailkhura · Caiming Xiong · Chaowei Xiao · Chunyuan Li · Eric Xing · Furong Huang · Hao Liu · Heng Ji · Hongyi Wang · Huan Zhang · Huaxiu Yao · Manolis Kellis · Marinka Zitnik · Meng Jiang · Mohit Bansal · James Zou · Jian Pei · Jian Liu · Jianfeng Gao · Jiawei Han · Jieyu Zhao · Jiliang Tang · Jindong Wang · Joaquin Vanschoren · John Mitchell · Kai Shu · Kaidi Xu · Kai-Wei Chang · Lifang He · Lifu Huang · Michael Backes · Neil Gong · Philip Yu · Pin-Yu Chen · Quanquan Gu · Ran Xu · ZHITAO YING · Shuiwang Ji · Suman Jana · Tianlong Chen · Tianming Liu · Tianyi Zhou · William Wang · Xiang Li · Xiangliang Zhang · Xiao Wang · Xing Xie · Xun Chen · Xuyu Wang · Yan Liu · Yanfang Ye · Yinzhi Cao · Yong Chen · Yue Zhao |