Alex Williams
5 papers · 2019–2023 · 1 conference · across top CS/AI conferences
Achievements
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (5)
Top co-authors
Keywords
dynamical system
(2)
recurrent neural network
(2)
neural dynamics
(1)
bayesian inference
(1)
natural language processing
(1)
sentiment classification
(1)
covariance estimation
(1)
time warping
(1)
fisher information
(1)
time series
(1)
canonical correlation analysis
(1)
point process
(1)
line attractor
(1)
neural population
(1)
hidden markov model
(1)
noise correlation
(1)
autoregressive model
(1)
latent variable
(1)
spike train
(1)
fixed point
(1)
Papers
Estimating Noise Correlations Across Continuous Conditions With Wishart Processes
NIPS 2023
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs
NIPS 2022
Point process models for sequence detection in high-dimensional neural spike trains
NIPS 2020
Universality and individuality in neural dynamics across large populations of recurrent networks
NIPS 2019
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics
NIPS 2019