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Poster
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Regression under demographic parity constraints via unlabeled post-processing
Gayane Taturyan · Evgenii Chzhen · Mohamed Hebiri
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Poster
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Thu 16:30
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Going Beyond Heuristics by Imposing Policy Improvement as a Constraint
Chi-Chang Lee · Zhang-Wei Hong · Pulkit Agrawal
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Poster
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Real-Time Selection Under General Constraints via Predictive Inference
Yuyang Huo · Lin Lu · Haojie Ren · Changliang Zou
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Poster
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Thu 11:00
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Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints
Jay Bear · Adam Prugel-Bennett · Jonathon Hare
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Poster
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Fri 16:30
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QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization
Qi Song · Tianxiang Gong · Shiqi Gao · Haoyi Zhou · Jianxin Li
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Poster
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Fri 16:30
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From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning
Pusen Dong · Tianchen Zhu · yue qiu · Haoyi Zhou · Jianxin Li
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Poster
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Wed 11:00
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Learning to Handle Complex Constraints for Vehicle Routing Problems
Jieyi Bi · Yining Ma · Jianan Zhou · Wen Song · Zhiguang Cao · Yaoxin Wu · Jie Zhang
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Poster
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Wed 16:30
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Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
Yinlin Deng · Chunqiu Steven Xia · Zhezhen Cao · Meiziniu Li · LINGMING ZHANG
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Poster
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Thu 11:00
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Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
Martino Bernasconi · Matteo Castiglioni · Andrea Celli · Federico Fusco
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Workshop
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Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints
Jonathan Noether · Adish Singla · Goran Radanovic
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Workshop
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Representation with a capital 'R'
Jacob Prince · George Alvarez · Talia Konkle
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Workshop
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LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
Thomas Palmeira Ferraz · Kartik Mehta · Yu-Hsiang Lin · Haw-Shiuan Chang · Shereen Oraby · Sijia Liu · Vivek Subramanian · Tagyoung Chung · Mohit Bansal · Nanyun Peng
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