← Authors

Francisco Ruiz

12 papers · 2012–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (24) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (13) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) πŸ—ƒοΈ Keyword Collector (66) πŸ’Ž Century Club (12) πŸ”₯ Unstoppable (7) πŸ“ˆ Trend Setter

Conferences

NIPS (6) ICML (4) AISTATS (2)

Top co-authors

David Blei (5) Susan Athey (2) Maja Rudolph (2) Liping Liu (2) Michalis Titsias (2) Fernando PΓ©rez-Cruz (2) Isabel Valera (2) Jiajing Hu (1) Scott Linderman (1) Alexis Bellot (1)

Keywords

variational inference (6) word embedding (3) representation learning (2) exponential family embedding (2) latent variable model (2) probabilistic modeling (2) bayesian nonparametric (2) variational autoencoder (2) reparameterization trick (2) bayesian nonparametrics (1) graph generation (1) kl divergence (1) gradient estimation (1) markov chain monte carlo (1) stochastic gradient descent (1) dimensionality reduction (1) source separation (1) exponential family (1) hierarchical modeling (1) posterior inference (1)

Papers

FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch ICML 2025
Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation ICML 2021
VarGrad: A Low-Variance Gradient Estimator for Variational Inference NIPS 2020
A Contrastive Divergence for Combining Variational Inference and MCMC ICML 2019
Unbiased Implicit Variational Inference AISTATS 2019
Augment and Reduce: Stochastic Inference for Large Categorical Distributions ICML 2018
Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms AISTATS 2017
Context Selection for Embedding Models NIPS 2017
Structured Embedding Models for Grouped Data NIPS 2017
Exponential Family Embeddings NIPS 2016
Infinite Factorial Dynamical Model NIPS 2015
Bayesian Nonparametric Modeling of Suicide Attempts NIPS 2012