Jonas M. Kübler

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Causal Inference

Probability Distribution

Top Venues

Publications

Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
Inference Optimization of Foundation Models on AI Accelerators. KDD (2024)
Yuchen Zhu, Kailash Budhathoki, Jonas M. Kübler, Dominik Janzing
Meaningful Causal Aggregation and Paradoxical Confounding. CLeaR (2024)
Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
Inference Optimization of Foundation Models on AI Accelerators. CoRR (2024)
Yuchen Zhu, Kailash Budhathoki, Jonas M. Kübler, Dominik Janzing
Meaningful Causal Aggregation and Paradoxical Confounding. CoRR (2023)
Jonas M. Kübler, Vincent Stimper, Simon Buchholz, Krikamol Muandet, Bernhard Schölkopf
AutoML Two-Sample Test. CoRR (2022)
Jonas M. Kübler, Wittawat Jitkrittum, Bernhard Schölkopf, Krikamol Muandet
A Witness Two-Sample Test. AISTATS (2022)
Jonas M. Kübler, Vincent Stimper, Simon Buchholz, Krikamol Muandet, Bernhard Schölkopf
AutoML Two-Sample Test. NeurIPS (2022)
Luigi Gresele, Julius von Kügelgen, Jonas M. Kübler, Elke Kirschbaum, Bernhard Schölkopf, Dominik Janzing
Causal Inference Through the Structural Causal Marginal Problem. CoRR (2022)
Luigi Gresele, Julius von Kügelgen, Jonas M. Kübler, Elke Kirschbaum, Bernhard Schölkopf, Dominik Janzing
Causal Inference Through the Structural Causal Marginal Problem. ICML (2022)
Sofiène Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko
Quantum machine learning beyond kernel methods. CoRR (2021)
Jonas M. Kübler, Wittawat Jitkrittum, Bernhard Schölkopf, Krikamol Muandet
An Optimal Witness Function for Two-Sample Testing. CoRR (2021)
Jonas M. Kübler, Simon Buchholz, Bernhard Schölkopf
The Inductive Bias of Quantum Kernels. NeurIPS (2021)
Jonas M. Kübler, Andrew Arrasmith, Lukasz Cincio, Patrick J. Coles
An Adaptive Optimizer for Measurement-Frugal Variational Algorithms. Quantum 4 (2020)
Krikamol Muandet, Wittawat Jitkrittum, Jonas M. Kübler
Kernel Conditional Moment Test via Maximum Moment Restriction. CoRR (2020)
Krikamol Muandet, Wittawat Jitkrittum, Jonas M. Kübler
Kernel Conditional Moment Test via Maximum Moment Restriction. UAI (2020)
Jonas M. Kübler, Wittawat Jitkrittum, Bernhard Schölkopf, Krikamol Muandet
Learning Kernel Tests Without Data Splitting. CoRR (2020)
Jonas M. Kübler, Wittawat Jitkrittum, Bernhard Schölkopf, Krikamol Muandet
Learning Kernel Tests Without Data Splitting. NeurIPS (2020)
Jonas M. Kübler, Krikamol Muandet, Bernhard Schölkopf
Quantum Mean Embedding of Probability Distributions. CoRR (2019)