Alex Williams
5 papers · 2019–2023 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(13)
Venues
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Optimization
(1)
Research
(1)
Science
(1)
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
NeurIPS 2023
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs
NeurIPS 2022
Point process models for sequence detection in high-dimensional neural spike trains
NeurIPS 2020
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics
NeurIPS 2019
Universality and individuality in neural dynamics across large populations of recurrent networks
NeurIPS 2019