Ruiz, Francisco J. R.
- AlphaEvolve: A coding agent for scientific and algorithmic discovery
2025/06/16 by Alexander Novikov, Nhat Vu, Novikov, Alexander +38 · 2 voices · 190 citations
Decision Sciences · #Scientific Computing and Data Management
- Quantum Circuit Optimization with AlphaTensor
2024/02/22 by Francisco J. R. Ruiz, Tuomas Laakkonen, Ruiz, Francisco J. R. +24 · 2 voices · 25 citations
Computer Science · #Quantum Computing Algorithms and Architecture
- Topic Modeling in Embedding Spaces
2019/07/08 by Dieng, Adji B., Ruiz, Francisco J. R., Blei, David M. · 28 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- VarGrad: A Low-Variance Gradient Estimator for Variational Inference
2020/10/20 by Lorenz Richter, Ayman Boustati, Richter, Lorenz +7 · 13 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST)
- The Dynamic Embedded Topic Model
2019/07/12 by Adji Bousso Dieng, Francisco J. R. Ruiz, Dieng, Adji B. +3 · 7 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- Exponential Family Embeddings
2016/08/02 by Maja Rudolph, Francisco J. R. Ruiz, Rudolph, Maja R. +5 · 6 citations
Social Sciences · #FOS: Computer and information sciences #Family Dynamics and Relationships #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Overdispersed Black-Box Variational Inference
2016/03/03 by Francisco J. R. Ruiz, Michalis K. Titsias, Ruiz, Francisco J. R. +3 · 5 citations
Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference
- FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
2024/06/07 by Virginia Aglietti, Aglietti, Virginia, Sofia Ira Ktena +12 · 9 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Time Series Analysis and Forecasting
- Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms
2016/10/18 by Christian A. Naesseth, Francisco J. R. Ruiz, Naesseth, Christian A. +5 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
- A Contrastive Divergence for Combining Variational Inference and MCMC
2019/05/10 by Francisco J. R. Ruiz, Michalis K. Titsias, Ruiz, Francisco J. R. +1 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #AI in cancer detection