Francisco Ruiz
12 papers · 2012–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (13)
π
Academic Marathon
(13)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(12)
ποΈ
Keyword Collector
(66)
π
Century Club
(12)
π₯
Unstoppable
(7)
π
Trend Setter
Conferences
NIPS (6)
ICML (4)
AISTATS (2)
Top co-authors
Keywords
variational inference
(6)
word embedding
(3)
bayesian nonparametrics
(2)
representation learning
(2)
variational autoencoder
(2)
probabilistic modeling
(2)
exponential family embedding
(2)
reparameterization trick
(2)
latent variable model
(2)
gradient estimation
(1)
graph generation
(1)
kl divergence
(1)
stochastic gradient descent
(1)
markov chain monte carlo
(1)
dimensionality reduction
(1)
source separation
(1)
exponential family
(1)
hierarchical modeling
(1)
posterior inference
(1)
gibbs sampling
(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