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Peter I. Frazier

Identifiers

  • name variant Peter I. Frazier 0.60 · backfill

Papers (29)

  1. Better Protein Function Prediction by Modeling Survivorship Bias cs.LG · 2026 · author #5
  2. LISTEN to Your Preferences: An LLM Framework for Multi-Objective Selection cs.CL · 2025 · author #7
  3. Bayesian Optimization of Composite Functions stat.ML · 2019 · author #2
  4. Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning cs.LG · 2019 · author #3
  5. A Tutorial on Bayesian Optimization stat.ML · 2018 · author #1
  6. Bayesian Optimization with Expensive Integrands cs.LG · 2018 · author #2
  7. Discretization-free Knowledge Gradient Methods for Bayesian Optimization stat.ML · 2017 · author #2
  8. Dueling Bandits With Weak Regret cs.LG · 2017 · author #2
  9. Bayesian Optimization with Gradients stat.ML · 2017 · author #4
  10. Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning stat.ML · 2017 · author #2
  11. Probabilistic Bisection Converges Almost as Quickly as Stochastic Approximation math.PR · 2016 · author #1
  12. Warm Starting Bayesian Optimization stat.ML · 2016 · author #3
  13. Multi-Step Bayesian Optimization for One-Dimensional Feasibility Determination math.OC · 2016 · author #3
  14. The Parallel Knowledge Gradient Method for Batch Bayesian Optimization stat.ML · 2016 · author #2
  15. The Bayesian Linear Information Filtering Problem cs.LG · 2016 · author #2
  16. Dueling Bandits with Dependent Arms cs.LG · 2016 · author #2
  17. Multi-Information Source Optimization stat.ML · 2016 · author #3
  18. Parallel Bayesian Global Optimization of Expensive Functions stat.ML · 2016 · author #4
  19. Stratified Bayesian Optimization cs.LG · 2016 · author #2
  20. Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies cs.LG · 2015 · author #2
  21. Asymptotic Validity of the Bayes-Inspired Indifference Zone Procedure: The Non-Normal Known Variance Case stat.ME · 2015 · author #2
  22. Bayesian optimization for materials design stat.ML · 2015 · author #1
  23. Clustering via Content-Augmented Stochastic Blockmodels stat.ML · 2015 · author #5
  24. A Markov Decision Process Analysis of the Cold Start Problem in Bayesian Information Filtering cs.LG · 2014 · author #2
  25. Exploration vs. Exploitation in the Information Filtering Problem math.OC · 2014 · author #2
  26. Probabilistic Group Testing under Sum Observations: A Parallelizable 2-Approximation for Entropy Loss cs.IT · 2014 · author #3
  27. A New Optimal Stepsize For Approximate Dynamic Programming math.OC · 2014 · author #2
  28. Distance Dependent Infinite Latent Feature Models stat.ML · 2011 · author #2
  29. Distance Dependent Chinese Restaurant Processes stat.ML · 2009 · author #2

Mentions

  • 1110.5454 #2 · backfill · confidence 0.70 Peter I. Frazier
  • 2510.25799 #7 · arxiv_oai · confidence 0.70 Peter I. Frazier
  • 0910.1022 #2 · backfill · confidence 0.70 Peter I. Frazier

Frequent Coauthors