Holt, Samuel

12 publications

ICML 2025 EvoControl: Multi-Frequency Bi-Level Control for High-Frequency Continuous Control Samuel Holt, Todor Davchev, Dhruva Tirumala, Ben Moran, Atil Iscen, Antoine Laurens, Yixin Lin, Erik Frey, Markus Wulfmeier, Francesco Romano, Nicolas Heess

ICML 2025 G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration Samuel Holt, Max Ruiz Luyten, Antonin Berthon, Mihaela Van Der Schaar

NeurIPS 2024 Automatically Learning Hybrid Digital Twins of Dynamical Systems Samuel Holt, Tennison Liu, Mihaela van der Schaar

NeurIPS 2024 Data-Driven Discovery of Dynamical Systems in Pharmacology Using Large Language Models Samuel Holt, Zhaozhi Qian, Tennison Liu, James Weatherall, Mihaela van der Schaar

ICML 2024 Dense Reward for Free in Reinforcement Learning from Human Feedback Alex James Chan, Hao Sun, Samuel Holt, Mihaela Van Der Schaar

NeurIPS 2024 Discovering Preference Optimization Algorithms with and for Large Language Models Chris Lu, Samuel Holt, Claudio Fanconi, Alex J. Chan, Jakob Foerster, Mihaela van der Schaar, Robert Tjarko Lange

ICMLW 2024 Discovering Preference Optimization Algorithms with and for Large Language Models Chris Lu, Samuel Holt, Claudio Fanconi, Alex James Chan, Jakob Nicolaus Foerster, Mihaela van der Schaar, Robert Tjarko Lange

ICLR 2024 L2MAC: Large Language Model Automatic Computer for Extensive Code Generation Samuel Holt, Max Ruiz Luyten, Mihaela van der Schaar

ICLR 2024 ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference Krzysztof Kacprzyk, Samuel Holt, Jeroen Berrevoets, Zhaozhi Qian, Mihaela van der Schaar

NeurIPS 2023 Active Observing in Continuous-Time Control Samuel Holt, Alihan Hüyük, Mihaela van der Schaar

ICLR 2023 Deep Generative Symbolic Regression Samuel Holt, Zhaozhi Qian, Mihaela van der Schaar

AISTATS 2023 Neural Laplace Control for Continuous-Time Delayed Systems Samuel Holt, Alihan Hüyük, Zhaozhi Qian, Hao Sun, Mihaela Schaar