Quantum Mean Embedding of Probability Distributions. - Jonas M. Kübler; Krikamol Muandet; Bernhard Schölkopf (CoRR, 2019)

Learning Kernel Tests Without Data Splitting. - Jonas M. Kübler; Wittawat Jitkrittum; Bernhard Schölkopf; Krikamol Muandet (NeurIPS, 2020)

Kernel Conditional Moment Test via Maximum Moment Restriction. - Krikamol Muandet; Wittawat Jitkrittum; Jonas M. Kübler (UAI, 2020)

An Adaptive Optimizer for Measurement-Frugal Variational Algorithms. - Jonas M. Kübler; Andrew Arrasmith; Lukasz Cincio; Patrick J. Coles (Quantum, 2020)

The Inductive Bias of Quantum Kernels. - Jonas M. Kübler; Simon Buchholz; Bernhard Schölkopf (NeurIPS, 2021)

An Optimal Witness Function for Two-Sample Testing. - Jonas M. Kübler; Wittawat Jitkrittum; Bernhard Schölkopf; Krikamol Muandet (CoRR, 2021)

Quantum machine learning beyond kernel methods. - Sofiène Jerbi; Lukas J. Fiderer; Hendrik Poulsen Nautrup; Jonas M. Kübler; Hans J. Briegel; Vedran Dunjko (CoRR, 2021)

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

Causal Inference Through the Structural Causal Marginal Problem. - Luigi Gresele; Julius von Kügelgen; Jonas M. Kübler; Elke Kirschbaum; Bernhard Schölkopf; Dominik Janzing (ICML, 2022)

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

Learning and Testing Powerful Hypotheses. - Jonas M. Kübler (2023)

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

Inference Optimization of Foundation Models on AI Accelerators. - Youngsuk Park; Kailash Budhathoki; Liangfu Chen; Jonas M. Kübler; Jiaji Huang; Matthäus Kleindessner; Jun Huan; Volkan Cevher; Yida Wang 003; George Karypis (KDD, 2024)

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; et al. (ACL (Findings), 2025)

Multi-Armed Bandits and Quantum Channel Oracles. - Simon Buchholz; Jonas M. Kübler; Bernhard Schölkopf (Quantum, 2025)

A Proximal Operator for Inducing 2:4-Sparsity. - Jonas M. Kübler; Yu-Xiang Wang 003; Shoham Sabach; Navid Ansari; Matthäus Kleindessner; Kailash Budhathoki; Volkan Cevher; George Karypis (Trans. Mach. Learn. Res., 2025)