Sculpting Molecules in Text-3D Space: A Flexible Substructure Aware Framework for Text-Oriented Molecular Optimizationby Kaiwei…
Learning Constrained Optimization with Deep Augmented Lagrangian Methodsby James Kotary, Ferdinando FiorettoFirst submitted to arxiv…
Inverse-Free Fast Natural Gradient Descent Method for Deep Learningby Xinwei Ou, Ce Zhu, Xiaolin Huang,…
Efficient Algorithms for Empirical Group Distributionally Robust Optimization and Beyondby Dingzhi Yu, Yunuo Cai, Wei…
RACE-SM: Reinforcement Learning Based Autonomous Control for Social On-Ramp Mergingby Jordan PootsFirst submitted to arxiv…
Level Set Teleportation: An Optimization Perspectiveby Aaron Mishkin, Alberto Bietti, Robert M. GowerFirst submitted to…
On a Neural Implementation of Brenier’s Polar Factorizationby Nina Vesseron, Marco CuturiFirst submitted to arxiv…
Deep-Learned Compression for Radio-Frequency Signal Classificationby Armani Rodriguez, Yagna Kaasaragadda, Silvija Kokalj-FilipovicFirst submitted to arxiv…
How Well Can Transformers Emulate In-context Newton’s Method?by Angeliki Giannou, Liu Yang, Tianhao Wang, Dimitris…
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservationby C. Coelho, M. Jing, M. Fernanda…