Nicolás Astorga

7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ICML (2) AISTATS (1) ECCV (1) NIPS (1)

Top co-authors

Mihaela van der Schaar (6) Tennison Liu (4) Nabeel Seedat (2) Kasia Kobalczyk (1) Jeroen Berrevoets (1) Yuanzhang Xiao (1) Julianna Piskorz (1) Pablo Estévez (1) Pablo Huijse (1) Pavlos Protopapas (1)

Keywords

active learning (1) uncertainty reduction (1) partial observability (1) cost-aware learning (1) surrogate model (1) generative surrogate model (1) large language model (1)

Papers

Active Task Disambiguation with LLMs ICLR 2025

Continuously Updating Digital Twins using Large Language Models ICML 2025

Autoformulation of Mathematical Optimization Models Using LLMs ICML 2025

Active Feature Acquisition for Personalised Treatment Assignment AISTATS 2025

Large Language Models to Enhance Bayesian Optimization ICLR 2024

Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios NIPS 2024

MPCC: Matching Priors and Conditionals for Clustering ECCV 2020