A. Hernandez-Garcia

Research focus

Training Efficiency & Optimization (2)Interpretability & Mechanistic Interp (1)Scientific Discovery & Drug Design (1)Constitutional AI & AI Ethics (1)

Frequent co-authors

Florian Holeczek (1)A. Hinterreiter (1)Marc Streit (1)Christina Humer (1)

Papers (3)

Apr 23, 2026

Florian Holeczek +41w ago

GFlowState: Visualizing the Training of Generative Flow Networks Beyond the Reward

Uncover hidden GFlowNet training dynamics with GFlowState, a visual analytics tool that reveals how these models explore the sample space and shift sampling probabilities.

Florian Holeczek, A. Hinterreiter, A. Hernandez-Garcia +2

Interpretability & Mechanistic Interp Scientific Discovery & Drug Design Training Efficiency & Optimization

Apr 20, 2026

Mila1w ago

The implicated scientist: on the role of AI researchers in the development of weapons systems

AI researchers are not neutral observers but implicated actors in the harms caused by AI-powered weapons, demanding a shift towards solidarity with victims.

A. Volokhova, Alexandra Volokhova, A. Hernandez-Garcia +1

Constitutional AI & AI Ethics Red-Teaming & Adversarial Robustness

Mar 10, 2025

MilaMar 10, 2025·also Edinburgh, ServiceNow

Learning Decision Trees as Amortized Structure Inference

Ditch the greedy heuristics: GFlowNets can learn to sample decision trees from the Bayesian posterior, outperforming standard methods and scaling consistently with ensemble size.

Mohammed Mahfoud, Ghait Boukachab, Michal Koziarski +4

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

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A. Hernandez-Garcia

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (3)