Evan Archer
4 papers · 2012–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Mathematics
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Domain-Specific
(1)
Methods
(1)
Models
(1)
Keywords
dirichlet process
(2)
pitman-yor process
(2)
bayesian entropy estimation
(2)
bayesian inference
(1)
image reconstruction
(1)
policy learning
(1)
posterior distribution
(1)
laplace approximation
(1)
bayesian estimation
(1)
pitman-yor processes
(1)
reward function
(1)
entropy estimation
(1)
shannon entropy
(1)
scalable inference
(1)
stick-breaking prior
(1)
soft actor-critic
(1)
bayesian image processing
(1)
super-resolution microscopy
(1)
reward decomposition
(1)
value decomposition
(1)
Papers
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents
NeurIPS 2022
Scalable Variational Inference for Super Resolution Microscopy
AISTATS 2017
Bayesian Entropy Estimation for Countable Discrete Distributions
JMLR 2014
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors
NeurIPS 2012