| 2025 | ICLR | Adversarial Training for Defense Against Label Poisoning Attacks. | Melis Ilayda Bal, Volkan Cevher, Michael Muehlebach |
| 2025 | ICLR | Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering. | Klaus-Rudolf Kladny, Bernhard Schlkopf, Michael Muehlebach |
| 2025 | ICML | Partially Observable Reinforcement Learning with Memory Traces. | Onno Eberhard, Michael Muehlebach, Claire Vernade |
| 2025 | ICML | Distributed Event-Based Learning via ADMM. | Gner Dilsad Er, Sebastian Trimpe, Michael Muehlebach |
| 2024 | CoRL | Bi-Level Motion Imitation for Humanoid Robots. | Wenshuai Zhao, Yi Zhao, Joni Pajarinen, Michael Muehlebach |
| 2024 | MICCAI | Subgroup-Specific Risk-Controlled Dose Estimation in Radiotherapy. | Paul Fischer, Hannah Willms, Moritz Schneider, Daniela Thorwarth, Michael Muehlebach, Christian F. Baumgartner |
| 2023 | COLT | Orthogonal Directions Constrained Gradient Method: from non-linear equality constraints to Stiefel manifold. | Sholom Schechtman, Daniil Tiapkin, Michael Muehlebach, ric Moulines |
| 2023 | IROS | Data-Efficient Online Learning of Ball Placement in Robot Table Tennis. | Philip Tobuschat, Hao Ma, Dieter Bchler, Bernhard Schlkopf, Michael Muehlebach |
| 2023 | UAI | Causal effect estimation from observational and interventional data through matrix weighted linear estimators. | Klaus-Rudolf Kladny, Julius von Kgelgen, Bernhard Schlkopf, Michael Muehlebach |
| 2020 | ICML | Continuous-time Lower Bounds for Gradient-based Algorithms. | Michael Muehlebach, Michael I. Jordan |
| 2019 | ICML | A Dynamical Systems Perspective on Nesterov Acceleration. | Michael Muehlebach, Michael I. Jordan |
| 2017 | ICRA | Implementation of a parametrized infinite-horizon model predictive control scheme with stability guarantees. | Michael Muehlebach, Carmelo Sferrazza, Raffaello D'Andrea |
| 2016 | ICRA | Application of an approximate model predictive control scheme on an unmanned aerial vehicle. | Matthias Hofer, Michael Muehlebach, Raffaello D'Andrea |