Benigno Uria
6 papers · 2013–2018 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🚀
Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Core Methods
(2)
Models
(2)
Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
neural network
(4)
density estimation
(3)
autoregressive model
(3)
unsupervised learning
(2)
generative model
(2)
sample efficiency
(1)
value function
(1)
episodic memory
(1)
parameter sharing
(1)
state representation
(1)
neural autoregressive model
(1)
associative memory
(1)
neural autoregressive density
(1)
joint density estimation
(1)
real-valued data
(1)
tractable likelihood
(1)
context-based lookup
(1)
restricted boltzmann machine
(1)
mixture model
(1)
catastrophic forgetting
(1)
Papers
Memory-based Parameter Adaptation
ICLR 2018
Neural Episodic Control
ICML 2017
Associative Long Short-Term Memory
ICML 2016
Neural Autoregressive Distribution Estimation
JMLR 2016
A Deep and Tractable Density Estimator
ICML 2014
RNADE: The real-valued neural autoregressive density-estimator
NeurIPS 2013