"Name That Song!" A Probabilistic Approach to Querying on Music and Text. - Eric Brochu; Nando de Freitas (NIPS, 2002)

The Sound of an Album Cover: A Probabilistic Approach to Multimedia. - Eric Brochu; Nando de Freitas; Kejie Bao (AISTATS, 2003)

Active Preference Learning with Discrete Choice Data. - Eric Brochu; Nando de Freitas; Abhijeet Ghosh (NIPS, 2007)

Preference galleries for material design. - Eric Brochu; Abhijeet Ghosh; Nando de Freitas (SIGGRAPH Posters, 2007)

A Bayesian exploration-exploitation approach for optimal online sensing and planning with a visually guided mobile robot. - Ruben Martinez-Cantin; Nando de Freitas; Eric Brochu; José A. Castellanos 001; Arnaud Doucet (Auton. Robots, 2009)

A Bayesian Interactive Optimization Approach to Procedural Animation Design. - Eric Brochu; Tyson Brochu; Nando de Freitas (Symposium on Computer Animation, 2010)

A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning - Eric Brochu; Vlad M. Cora; Nando de Freitas (CoRR, 2010)

Portfolio Allocation for Bayesian Optimization. - Matthew Hoffman 002; Eric Brochu; Nando de Freitas (UAI, 2011)

An Adaptive Interface for Active Localization. - Kenji Okuma; Eric Brochu; David G. Lowe; James J. Little (VISAPP, 2011)

Optimal Sub-sampling with Influence Functions. - Daniel Ting; Eric Brochu (CoRR, 2017)

Optimal Subsampling with Influence Functions. - Daniel Ting; Eric Brochu (NeurIPS, 2018)

Eliciting Model Steering Interactions From Users via Data and Visual Design Probes. - Anamaria Crisan; Maddie Shang; Eric Brochu (IEEE Trans. Vis. Comput. Graph., 2024)