Nando Freitas
11 papers · 2010–2017 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
ποΈ
Keyword Collector
(52)
π
Trend Setter
π
Century Club
(11)
π
Conference Pioneer
Conferences
ICML (6)
AISTATS (4)
CORL (1)
Top co-authors
Keywords
bayesian optimization
(5)
gradient descent
(2)
hyperparameter tuning
(2)
global optimization
(2)
online learning
(1)
black-box optimization
(1)
stochastic gradient descent
(1)
video generation
(1)
image generation
(1)
adaptive sampling
(1)
markov chain monte carlo
(1)
maximum likelihood
(1)
gaussian process
(1)
policy gradient
(1)
partition function
(1)
density estimation
(1)
continuous control
(1)
mcmc sampling
(1)
value function estimation
(1)
multi-task learning
(1)
Papers
The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously
CORL 2017
Learning to Learn without Gradient Descent by Gradient Descent
ICML 2017
Parallel Multiscale Autoregressive Density Estimation
ICML 2017
Learned Optimizers that Scale and Generalize
ICML 2017
Dueling Network Architectures for Deep Reinforcement Learning
ICML 2016
Unbounded Bayesian Optimization via Regularization
AISTATS 2016
Bayesian Multi-Scale Optimistic Optimization
AISTATS 2014
On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning
AISTATS 2014
Adaptive Hamiltonian and Riemann Manifold Monte Carlo
ICML 2013
Consistency of Online Random Forests
ICML 2013
Inductive Principles for Restricted Boltzmann Machine Learning
AISTATS 2010