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20222026
most citedRisk-Sensitive Diffusion: Robustly Optimizing Diffusion Models with Noisy Samples

1 citations · 2 across the 8 of their papers we have counts for

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cs.LG2025

G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration

Samuel Holt, Max Ruiz Luyten, Antonin Berthon +1

Constructing robust simulators is essential for asking "what if?" questions and guiding policy in critical domains like healthcare and logistics. However, existing methods often st…

cs.LG2025

Fact-Augmented Lookahead Planning for LLM Agents

Samuel Holt, Max Ruiz Luyten, Thomas Pouplin +1

Large Language Models (LLMs) are increasingly capable, but LLM agents still struggle to plan effectively in interactive, partially observable, long-horizon environments when search…