Matthew Smith
5 papers · 2010–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (10) π Cross-Pollinator (12)
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Renaissance Researcher
(6)
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
visual cortex
(2)
factor analysis
(1)
dimensionality reduction
(1)
sample efficiency
(1)
policy gradient
(1)
feature embedding
(1)
covariance estimation
(1)
hierarchical reinforcement learning
(1)
l1 regularization
(1)
point process
(1)
neuronal responses
(1)
off-policy learning
(1)
neural population
(1)
v1 neurons
(1)
temporal abstraction
(1)
interaction detection
(1)
latent variable model
(1)
firing rate
(1)
linear projection
(1)
deep convolutional neural network
(1)
Papers
Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings
NIPS 2020
An Inference-Based Policy Gradient Method for Learning Options
ICML 2018
Adaptive stimulus selection for optimizing neural population responses
NIPS 2017
Distance Covariance Analysis
AISTATS 2017
Accounting for network effects in neuronal responses using L1 regularized point process models
NIPS 2010