Lawrence K. Saul

1. Aggregate and mixed-order Markov models for statistical language processing
   1997/06/09 by Lawrence K. Saul, Fernando Pereira, Saul, Lawrence +1 · 5 citations
   Computer Science · #Algorithms and Data Compression #Bayesian Methods and Mixture Models #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis
2. Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix
   2024/10/14 by Charles C. Margossian, Lawrence K. Saul, Margossian, Charles C. +1 · 2 voices · 3 citations
   Physics and Astronomy · Psychology · Social Sciences · #Opinion Dynamics and Social Influence #Cultural Differences and Values #Computational and Text Analysis Methods
3. Variational Inference with Gaussian Score Matching
   2023/07/15 by Chirag Modi, Modi, Chirag, Charles C. Margossian +9 · 4 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
4. EigenVI: score-based variational inference with orthogonal function expansions
   2024/10/31 by Diana Cai, Cai, Diana, Chirag Modi +10 · 2 voices · 5 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
5. Batch and match: black-box variational inference with a score-based divergence
   2024/02/22 by Diana Cai, Cai, Diana, Chirag Modi +11 · 5 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation (stat.CO) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
6. Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs
   2024/03/20 by Charles C. Margossian, Loucas Pillaud-Vivien, Margossian, Charles C. +4 · 1 voice · 3 citations
   Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #cs.LG #stat.CO #stat.ML
7. Batch, match, and patch: low-rank approximations for score-based variational inference
   2024/10/29 by Chirag Modi, Diana Cai, Modi, Chirag +3 · 1 voice · 2 citations
   Mathematics · #Statistical Methods and Inference #cs.LG #stat.CO #stat.ML
8. CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
   2025/07/04 by Ningyuan Huang, Huang, Ningyuan, Richard Stiskalek +15 · 2 citations
   Computer Science · #Computational Physics and Python Applications #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)