conftrace_

Max Ruiz Luyten

6 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ICML (2) NIPS (2)

Top co-authors

Mihaela van der Schaar (6) Antonin Berthon (2) Samuel Holt (2) Paulius Rauba (1) Nabeel Seedat (1) Yangming Li (1)

Keywords

inductive bia (2) language model (1) concept bottleneck (1) representational learning (1) out-of-distribution robustness (1) model testing (1) failure identification (1) sample efficiency (1) context-aware testing (1)

Papers

Risk-Sensitive Diffusion: Robustly Optimizing Diffusion Models with Noisy Samples ICLR 2025 G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration ICML 2025 Strategic Planning: A Top-Down Approach to Option Generation ICML 2025 A theoretical design of concept sets: improving the predictability of concept bottleneck models NIPS 2024 Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models NIPS 2024 L2MAC: Large Language Model Automatic Computer for Extensive Code Generation ICLR 2024