Effective Off-Policy Evaluation and Learning in Contextual Combinatorial Banditsby Tatsuhiro Shimizu, Koichi Tanaka, Ren Kishimoto,…
Inverting the Leverage Score Gradient: An Efficient Approximate Newton Methodby Chenyang Li, Zhao Song, Zhaoxing…
Robust Regression with Ensembles Communicating over Noisy Channelsby Yuval Ben-Hur, Yuval CassutoFirst submitted to arxiv…
In-Context Learning with Representations: Contextual Generalization of Trained Transformersby Tong Yang, Yu Huang, Yingbin Liang,…
Deep Limit Model-free Prediction in Regressionby Kejin Wu, Dimitris N. PolitisFirst submitted to arxiv on:…
Error Bounds For Gaussian Process Regression Under Bounded Support Noise With Applications To Safety Certificationby…
Vanilla Gradient Descent for Oblique Decision Treesby Subrat Prasad Panda, Blaise Genest, Arvind Easwaran, Ponnuthurai…
LEVIS: Large Exact Verifiable Input Spaces for Neural Networksby Mohamad Fares El Hajj Chehade, Brian…
CTR-KAN: KAN for Adaptive High-Order Feature Interaction Modelingby Yunxiao Shi, Wujiang Xu, Haimin Zhang, Qiang…
Robust Offline Active Learning on Graphsby Yuanchen Wu, Yubai YuanFirst submitted to arxiv on: 15…