Miguel González-Duque

5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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

Conferences

AISTATS (2) NIPS (2) ICML (1)

Top co-authors

Leonel Rozo (2) Søren Hauberg (2) Noémie Jaquier (2) Tamim Asfour (1) Yevgen Zainchkovskyy (1) Dimitrios Kalatzis (1) Soren Hauberg (1) Viacheslav Borovitskiy (1) Claire Glanois (1) Simon Bartels (1)

Keywords

variational inference (1) discrete optimization (1) sequence optimization (1) high-dimensional optimization (1) bayesian optimization (1) fisher-rao metric (1) information geometry (1) generative model (1) drug design (1) protein engineering (1) latent space geometry (1) procedural content generation (1) large language model (1) game level generation (1)

Papers

Riemann$^2$: Learning Riemannian Submanifolds from Riemannian Data AISTATS 2025

A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences NIPS 2024

Bringing Motion Taxonomies to Continuous Domains via GPLVM on Hyperbolic manifolds ICML 2024

MarioGPT: Open-Ended Text2Level Generation through Large Language Models NIPS 2023

Pulling back information geometry AISTATS 2022