A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight…
Mitigating federated learning contribution allocation instability through randomized aggregationby Arno Geimer, Beltran Fiz, Radu StateFirst…
Conformalized Physics-Informed Neural Networksby Lena Podina, Mahdi Torabi Rad, Mohammad KohandelFirst submitted to arxiv on:…
Decentralized Kernel Ridge Regression Based on Data-Dependent Random Featureby Ruikai Yang, Fan He, Mingzhen He,…
Improved Bound for Robust Causal Bandits with Linear Modelsby Zirui Yan, Arpan Mukherjee, Burak Varıcı,…
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognitionby Zhiyong Yang, Qianqian Xu, Zitai…
Data Imputation by Pursuing Better Classification: A Supervised Kernel-Based Methodby Ruikai Yang, Fan He, Mingzhen…
Localizing Task Information for Improved Model Merging and Compressionby Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jimenez,…
Quick and Accurate Affordance Learningby Fedor Scholz, Erik Ayari, Johannes Bertram, Martin V. ButzFirst submitted…
Adaptive Exploration for Data-Efficient General Value Function Evaluationsby Arushi Jain, Josiah P. Hanna, Doina PrecupFirst…