| 2025 | ICML | Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits. | Su Jia, Peter I. Frazier, Nathan Kallus |
| 2024 | ICML | Bayesian Optimization of Function Networks with Partial Evaluations. | Poompol Buathong, Jiayue Wan, Raul Astudillo, Samuel Daulton, Maximilian Balandat, Peter I. Frazier |
| 2024 | WSC | Multi-Attribute Optimization Under Preference Uncertainty. | Bhavik A. Shah, Raul Astudillo, Peter I. Frazier |
| 2023 | AISTATS | qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization. | Raul Astudillo, Zhiyuan (Jerry) Lin, Eytan Bakshy, Peter I. Frazier |
| 2023 | ICML | Smooth Non-stationary Bandits. | Su Jia, Qian Xie, Nathan Kallus, Peter I. Frazier |
| 2022 | AISTATS | Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes. | Zhiyuan (Jerry) Lin, Raul Astudillo, Peter I. Frazier, Eytan Bakshy |
| 2021 | WSC | Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization. | Raul Astudillo, Peter I. Frazier |
| 2020 | AISTATS | Multi-attribute Bayesian optimization with interactive preference learning. | Raul Astudillo, Peter I. Frazier |
| 2019 | ICML | Bayesian Optimization of Composite Functions. | Raul Astudillo, Peter I. Frazier |
| 2019 | UAI | Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning. | Jian Wu, Saul Toscano-Palmerin, Peter I. Frazier, Andrew Gordon Wilson |
| 2018 | COLT | Incentivizing Exploration by Heterogeneous Users. | Bangrui Chen, Peter I. Frazier, David Kempe |
| 2018 | WSC | Bridging the Gap from Academic Research to Industry Impact. | Peter I. Frazier |
| 2018 | WSC | Effort Allocation and Statistical Inference for 1-dimensional Multistart stochastic Gradient Descent. | Saul Toscano-Palmerin, Peter I. Frazier |
| 2017 | ICML | Dueling Bandits with Weak Regret. | Bangrui Chen, Peter I. Frazier |
| 2016 | AISTATS | Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies. | Weici Hu, Peter I. Frazier |
| 2016 | ICTAI | The Bayesian Linear Information Filtering Problem. | Bangrui Chen, Peter I. Frazier |
| 2016 | ICTIR | Unbiased Comparative Evaluation of Ranking Functions. | Tobias Schnabel, Adith Swaminathan, Peter I. Frazier, Thorsten Joachims |
| 2016 | WSC | Warm starting Bayesian optimization. | Matthias Poloczek, Jialei Wang, Peter I. Frazier |
| 2016 | WSC | Preface. | Theresa Roeder, Peter I. Frazier, Roberto Szechtman, Enlu Zhou |
| 2016 | WWW | Mean Field Equilibria for Competitive Exploration in Resource Sharing Settings. | Pu Yang, Krishnamurthy Iyer, Peter I. Frazier |
| 2015 | AAAI | Predicting Bike Usage for New York City's Bike Sharing System. | Divya Singhvi, Somya Singhvi, Peter I. Frazier, Shane G. Henderson, Eoin O'Mahony, David B. Shmoys, Dawn B. Woodard |
| 2015 | ICML | Bayesian Multiple Target Localization. | Purnima Rajan, Weidong Han, Raphael Sznitman, Peter I. Frazier, Bruno Jedynak |
| 2015 | WSC | Asymptotic validity of the bayes-inspired indifference zone procedure: the non-normal known variance case. | Saul Toscano-Palmerin, Peter I. Frazier |
| 2014 | WSC | Parallel bayesian policies for finite-horizon multiple comparisons with a known standard. | Weici Hu, Peter I. Frazier, Jing Xie |
| 2014 | WSC | Multisection: parallelized bisection. | Stephen Pallone, Peter I. Frazier, Shane G. Henderson |
| 2013 | ICML | An Optimal Policy for Target Localization with Application to Electron Microscopy. | Raphael Sznitman, Aurlien Lucchi, Peter I. Frazier, Bruno Jedynak, Pascal Fua |
| 2013 | WSC | Upper bounds on the Bayes-optimal procedure for ranking & selection with independent normal priors. | Jing Xie, Peter I. Frazier |
| 2012 | WSC | Optimization via simulation with Bayesian statistics and dynamic programming. | Peter I. Frazier |
| 2012 | WSC | Sequential screening: a Bayesian dynamic programming analysis of optimal group-splitting. | Peter I. Frazier, Bruno Jedynak, Li Chen |
| 2011 | WSC | Guessing preferences: a new approach to multi-attribute ranking and selection. | Peter I. Frazier, Aleksandr M. Kazachkov |
| 2011 | WSC | Value of information methods for pairwise sampling with correlations. | Peter I. Frazier, Jing Xie, Stephen E. Chick |
| 2011 | WSC | A Bayesian approach to stochastic root finding. | Rolf Waeber, Peter I. Frazier, Shane G. Henderson |
| 2010 | ICML | Distance dependent Chinese restaurant processes. | David M. Blei, Peter I. Frazier |
| 2010 | WSC | Performance measures for Ranking and Selection procedures. | Rolf Waeber, Peter I. Frazier, Shane G. Henderson |
| 2009 | WSC | The Conjunction of the Knowledge Gradient and the Economic Approach to Simulation Selection. | Stephen E. Chick, Peter I. Frazier |
| 2009 | WSC | Simulation Model Calibration with Correlated Knowledge-gradients. | Peter I. Frazier, Warren B. Powell, Hugo P. Simo |
| 2008 | WSC | The knowledge-gradient stopping rule for ranking and selection. | Peter I. Frazier, Warren B. Powell |