Kübler, Jonas M.

6 publications

TMLR 2025 A Proximal Operator for Inducing 2:4-Sparsity Jonas M. Kübler, Yu-Xiang Wang, Shoham Sabach, Navid Ansari, Matthäus Kleindessner, Kailash Budhathoki, Volkan Cevher, George Karypis

NeurIPS 2025 Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving Xinyu Wang, Jonas M. Kübler, Kailash Budhathoki, Yida Wang, Matthäus Kleindessner

ICLRW 2025 Wanda++: Pruning Large Language Models via Regional Gradients Yifan Yang, Kai Zhen, Bhavana Ganesh, Aram Galstyan, Goeric Huybrechts, Markus Müller, Jonas M. Kübler, Rupak Vignesh Swaminathan, Athanasios Mouchtaris, Sravan Babu Bodapati, Nathan Susanj, Zheng Zhang, Jack FitzGerald, Abhishek Kumar

CLeaR 2024 Meaningful Causal Aggregation and Paradoxical Confounding Yuchen Zhu, Kailash Budhathoki, Jonas M. Kübler, Dominik Janzing

AISTATS 2022 A Witness Two-Sample Test Jonas M. Kübler, Wittawat Jitkrittum, Bernhard Schölkopf, Krikamol Muandet

NeurIPS 2022 AutoML Two-Sample Test Jonas M. Kübler, Vincent Stimper, Simon Buchholz, Krikamol Muandet, Bernhard Schölkopf