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List of works by Nando de Freitas

An Introduction to MCMC for Machine Learning

scholarly article by Christophe Andrieu et al published 2003 in Machine Learning

Building machines that learn and think for themselves

scientific article published in January 2017

Cortical microcircuits as gated-recurrent neural networks

scientific article published in January 2017

Critic Regularized Regression

Distinct ECG Phenotypes Identified in Hypertrophic Cardiomyopathy Using Machine Learning Associate With Arrhythmic Risk Markers

scientific article published on 13 March 2018

Distributed Parameter Estimation in Probabilistic Graphical Models

scientific article published in January 2014

From Group to Individual Labels Using Deep Features

scientific article (publication date: 2015)

Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

scientific article published on 29 February 2024

Hot Coupling: A Particle Approach to Inference and Normalization on Pairwise Undirected Graphs

scientific article published in January 2006

Learning Compositional Neural Programs with Recursive Tree Search and Planning

scientific article published in January 2019

Learning Where to Attend with Deep Architectures for Image Tracking

scientific article published on April 17, 2012

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

scientific article published in January 2016

Learning to learn by gradient descent by gradient descent

scientific article published in January 2016

Modular Meta-Learning with Shrinkage

scientific article published in November 2020

Playing hard exploration games by watching YouTube

scholarly article by Yusuf Aytar et al published 2018 in Advances in Neural Information Processing Systems 31

Predicting Parameters in Deep Learning

scholarly article by Misha Denil et al published 2013 in Advances in Neural Information Processing Systems 26

RL Unplugged: A Collection of Benchmarks for Offline Reinforcement Learning

scientific article published in November 2020

Real-Time Monitoring of Complex Industrial Processes with Particle Filters

scientific article published in January 2003

Robust Imitation of Diverse Behaviors

scientific article published in January 2017

The Unscented Particle Filter

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

scientific article published in January 2003