High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updatesby Fred Lu, Ryan R. Curtin, Edward…
Neural Network-based Information Set Weighting for Playing Reconnaissance Blind Chessby Timo Bertram, Johannes Fürnkranz, Martin…
Entropy-Informed Weighting Channel Normalizing Flowby Wei Chen, Shian Du, Shigui Li, Delu Zeng, John PaisleyFirst…
Uncertainty-Guided Optimization on Large Language Model Search Treesby Julia Grosse, Ruotian Wu, Ahmad Rashid, Philipp…
Calibrated Large Language Models for Binary Question Answeringby Patrizio Giovannotti, Alexander GammermanFirst submitted to arxiv…
Learning Dynamic Bayesian Networks from Data: Foundations, First Principles and Numerical Comparisonsby Vyacheslav Kungurtsev, Fadwa…
Cascade Reward Sampling for Efficient Decoding-Time Alignmentby Bolian Li, Yifan Wang, Ananth Grama, Ruqi ZhangFirst…
Robust Reinforcement Learning from Corrupted Human Feedbackby Alexander Bukharin, Ilgee Hong, Haoming Jiang, Zichong Li,…
Random pairing MLE for estimation of item parameters in Rasch modelby Yuepeng Yang, Cong MaFirst…
Deep Optimal Experimental Design for Parameter Estimation Problemsby Md Shahriar Rahim Siddiqui, Arman Rahmim, Eldad…