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24 Results
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Poster
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Tue 15:15 |
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation Berivan Isik · Wei-Ning Chen · Ayfer Ozgur · Tsachy Weissman · Albert No |
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Workshop
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Utility-based Perturbed Gradient Descent: An Optimizer for Continual Learning Mohamed Elsayed · Rupam Mahmood |
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Workshop
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Privacy-Utility Trade-offs in Neural Networks for Medical Population Graphs: Insights from Differential Privacy and Graph Structure Tamara Mueller · Maulik Chevli · Ameya Daigavane · Daniel Rueckert · Georgios Kaissis |
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Poster
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Wed 8:45 |
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks Jiayuan Ye · Zhenyu Zhu · Fanghui Liu · Reza Shokri · Volkan Cevher |
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Workshop
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Unveiling the Secrets of 1H-NMR Spectroscopy: A Novel Approach Utilizing Attention Mechanisms Oliver Schilter · Marvin Alberts · Federico Zipoli · Alain C. Vaucher · Philippe Schwaller · Teodoro Laino |
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Workshop
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Learning Inner Monologue and Its Utilization in Vision-Language Challenges Diji Yang · Kezhen Chen · Jinmeng Rao · Xiaoyuan Guo · Yawen Zhang · Jie Yang · Yi Zhang |
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Workshop
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RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation Marco Bornstein · Amrit Bedi · Anit Kumar Sahu · Furqan Khan · Furong Huang |
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Workshop
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Sat 14:14 |
On Evaluating Explanation Utility for Human-AI Decision-Making in NLP Fateme Hashemi Chaleshtori · Atreya Ghosal · Ana Marasovic |
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Workshop
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Fri 12:40 |
Balancing utility and cognitive cost in social representation Max Taylor-Davies · Christopher G Lucas |
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Workshop
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DrugImprover: Utilizing Reinforcement Learning for Multi-Objective Alignment in Drug Optimization Xuefeng Liu · Songhao Jiang · Archit Vasan · Alexander Brace · Ozan Gokdemir · Thomas Brettin · Fangfang Xia · Ian Foster · Rick Stevens |
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Workshop
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LLM Drug Discovery Challenge: A Contest as a Feasibility Study on the Utilization of Large Language Models in Medicinal Chemistry Kusuri Murakumo · Naruki Yoshikawa · Kentaro Rikimaru · Shogo Nakamura · Kairi Furui · Takamasa Suzuki · Hiroyuki Yamasaki · Yuki Nishigaya · Yuzo Takagi · Masahito Ohue |
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Workshop
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Sat 12:01 |
Utilizing Explainability Techniques for Reinforcement Learning Model Assurance Alexander Tapley |