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Bobak Shahriari | Researchclopedia

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Bobak Shahriari

25

Works

6,375

Citations

11

h-index

12

i10-index

Research Topics

Reinforcement Learning in Robotics Advanced Multi-Objective Optimization Algorithms Advanced Bandit Algorithms Research

Affiliations

Google (United States)2020–2020

University of British Columbia2014–2016

Top Works

Taking the Human Out of the Loop: A Review of Bayesian Optimization

Bobak Shahriari,Kevin Swersky,et al.

20155,607 citations

Machine Learning and Data Classification

Adversarial Robustness in Machine Learning

Gemma: Open Models Based on Gemini Research and Technology

Gemma Team,Thomas Mesnard,et al.

2024220 citations

Gemma 2: Improving Open Language Models at a Practical Size

Gemma Team,Morgane Rivière,et al.

2024130 citations

Critic Regularized Regression

Ziyu Wang,Alexander Novikov,et al.

202090 citations

On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning

Matthew D. Hoffman,Bobak Shahriari,et al.

201482 citations

Acme: A Research Framework for Distributed Reinforcement Learning

Matt Hoffman,Bobak Shahriari,et al.

202073 citations

Making Efficient Use of Demonstrations to Solve Hard Exploration Problems

Tom Le Paine,Çaǧlar Gülçehre,et al.

201941 citations

An Entropy Search Portfolio for Bayesian Optimization

Bobak Shahriari,Ziyu Wang,et al.

201441 citations

Making Efficient Use of Demonstrations to Solve Hard Exploration Problems

Tom Le Paine,Çaǧlar Gülçehre,et al.

201924 citations