Benjamin Letham

1. Forecasting at Scale
   2017/09/29 by Sean J. Taylor, Benjamin Letham · 106 citations
   Decision Sciences · Computer Science · #Forecasting Techniques and Applications #Time Series Analysis and Forecasting #Stock Market Forecasting Methods
2. Constrained Bayesian Optimization with Noisy Experiments
   2017/06/21 by Benjamin Letham, Letham, Benjamin, Brian Karrer +5 · 2 voices · 8 citations
   Computer Science · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.AP #stat.ML
3. Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization
   2020/01/31 by Benjamin Letham, Letham, Benjamin, Roberto Calandra +5 · 12 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
4. Bayesian Optimization for Policy Search via Online-Offline Experimentation
   2019/04/01 by Benjamin Letham, Eytan Bakshy, Letham, Benjamin +1 · 4 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms
5. Practical Transfer Learning for Bayesian Optimization
   2018/02/06 by Matthias Feurer, Feurer, Matthias, Benjamin Letham +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
6. Sparse Bayesian Optimization
   2022/03/03 by Sulin Liu, Liu, Sulin, Qing Feng +7 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC)
7. Offline-to-Online Creative Optimization with Generative Models and Adaptive Testing
   2026/07/26 by Kevin Lee, Benjamin Letham, Zhiyuan Jerry Lin +5
   #cs.AI #cs.LG