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Nando de Freitas | Researchclopedia

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Nando de Freitas

230

Works

34,607

Citations

59

h-index

159

i10-index

Research Topics

Reinforcement Learning in Robotics Machine Learning and Algorithms Gaussian Processes and Bayesian Inference

Affiliations

Canadian Institute for Advanced Research2013–2015

University of British Columbia Hospital2009–2012

Google (United States)2014–2023

International Computer Science Institute2002–2002

Georgia Institute of Technology2014–2015

Top Works

Sequential Monte Carlo Methods in Practice

Randal Douc,Nando de Freitas,et al.

20017,355 citations

Advanced Bandit Algorithms Research

Domain Adaptation and Few-Shot Learning

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

Bobak Shahriari,Kevin Swersky,et al.

20155,607 citations

An Introduction to MCMC for Machine Learning

Christophe Andrieu,Nando de Freitas,et al.

20032,389 citations

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

Dueling Network Architectures for Deep Reinforcement Learning

Ziyu Wang,Tom Schaul,et al.

20151,813 citations

The Unscented Particle Filter

Rudolph van der Merwe,Randal Douc,et al.

20001,419 citations

An Introduction to Sequential Monte Carlo Methods

Randal Douc,Nando de Freitas,et al.

20011,128 citations

A Boosted Particle Filter: Multitarget Detection and Tracking

Kenji Okuma,Ali Taleghani,et al.

20041,029 citations

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

Jakob Foerster,Yannis Assael,et al.

2016867 citations