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Eric Brochu | Researchclopedia

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Eric Brochu

19

Works

2,948

Citations

11

h-index

12

i10-index

Research Topics

Machine Learning and Algorithms Advanced Multi-Objective Optimization Algorithms Advanced Bandit Algorithms Research

Affiliations

University of British Columbia2002–2018

Top Works

A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning

Eric Brochu,Vlad M. Cora,et al.

20102,139 citations

Music and Audio Processing

Gaussian Processes and Bayesian Inference

A Bayesian exploration-exploitation approach for optimal online sensing and planning with a visually guided mobile robot

Rubén Martínez-Cantín,Nando de Freitas,et al.

2009221 citations

Active Preference Learning with Discrete Choice Data

Eric Brochu,Nando de Freitas,et al.

2007131 citations

A Bayesian interactive optimization approach to procedural animation design

Eric Brochu,Tyson Brochu,et al.

2010131 citations

Portfolio allocation for Bayesian optimization

Matthew D. Hoffman,Eric Brochu,et al.

2011124 citations

Portfolio Allocation for Bayesian Optimization

Eric Brochu,Matthew W. Hoffman,et al.

201091 citations

"Name That Song!" A Probabilistic Approach to Querying on Music and Text

Eric Brochu,Nando de Freitas

200224 citations

Optimal Subsampling with Influence Functions

Daniel Ting,Eric Brochu

201819 citations

The Sound of an Album Cover: Probabilistic Multimedia and IR

Eric Brochu,Nando de Freitas,et al.

200216 citations