Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing…
A Simple Packing Algorithm for Optimized Mapping of Artificial Neural Networks onto Non-Volatile Memory Cross-Bar…
Sharp Analysis for KL-Regularized Contextual Bandits and RLHFby Heyang Zhao, Chenlu Ye, Quanquan Gu, Tong…
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewardingby Haolin Chen, Yihao Feng,…
GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneckby Shuangjie Li, Jiangqing Song, Baoming Zhang,…
Self-Consistency Preference Optimizationby Archiki Prasad, Weizhe Yuan, Richard Yuanzhe Pang, Jing Xu, Maryam Fazel-Zarandi, Mohit…
A Bayesian Approach to Data Point Selectionby Xinnuo Xu, Minyoung Kim, Royson Lee, Brais Martinez,…
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimationby Diantong Li, Fengxue Zhang, Chong Liu, Yuxin…
Reducing Hyperparameter Tuning Costs in ML, Vision and Language Model Training Pipelines via Memoization-Awarenessby Abdelmajid…
Adaptive Consensus Gradients Aggregation for Scaled Distributed Trainingby Yoni Choukroun, Shlomi Azoulay, Pavel KisilevFirst submitted…