Evan W Archer
6 papers · 2013–2017 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge ยท Gold
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Taxonomy Completionist
(20)
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Keyword Collector
(57)
Venues
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Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Interdisciplinary
(5)
Bayesian & Probabilistic ยท Machine Learning
(5)
Bayesian & Probabilistic ยท Artificial Intelligence
(5)
Optimization & Theory
(5)
Science
(5)
Cognitive Science
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Models
(2)
Research
(2)
Architectures
(1)
Keywords
variational inference
(3)
neural population
(3)
bayesian inference
(3)
receptive field
(2)
neural response
(2)
maximum likelihood
(1)
ising model
(1)
dirichlet process
(1)
expectation maximization
(1)
neural encoding
(1)
maximum entropy
(1)
laplace approximation
(1)
visual cortex
(1)
bayesian estimation
(1)
neural population activity
(1)
neural activity
(1)
maximum likelihood estimation
(1)
calcium imaging
(1)
neural population coding
(1)
statistical modeling
(1)
Papers
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders
NeurIPS 2017
Linear dynamical neural population models through nonlinear embeddings
NeurIPS 2016
Low-dimensional models of neural population activity in sensory cortical circuits
NeurIPS 2014
Bayesian entropy estimation for binary spike train data using parametric prior knowledge
NeurIPS 2013
Spectral methods for neural characterization using generalized quadratic models
NeurIPS 2013
Universal models for binary spike patterns using centered Dirichlet processes
NeurIPS 2013