Jonathan W. Pillow
14 papers · 2007–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π±
Topic Pioneer
π
Trend Setter
π
Century Club
(14)
ποΈ
Keyword Collector
(60)
Conferences
NIPS (9)
ICLR (2)
ICML (2)
JMLR (1)
Top co-authors
Research topics
Keywords
bayesian inference
(4)
maximum likelihood
(3)
neural coding
(2)
neural encoding
(2)
bayesian estimation
(2)
pitman-yor process
(2)
bayesian entropy estimation
(2)
maximum likelihood estimation
(2)
spike train analysis
(2)
posterior distribution
(2)
variational inference
(2)
active learning
(2)
gaussian process
(1)
laplace approximation
(1)
bayesian nonparametrics
(1)
neural connectivity
(1)
markov chain monte carlo
(1)
wake-sleep algorithm
(1)
variational em
(1)
point process
(1)
Papers
Flow-field inference from neural data using deep recurrent networks
ICML 2025
Parsing neural dynamics with infinite recurrent switching linear dynamical systems
ICLR 2024
Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems
NIPS 2024
Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems
ICLR 2024
Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations
ICML 2021
Bayesian Entropy Estimation for Countable Discrete Distributions
JMLR 2014
Fully Bayesian inference for neural models with negative-binomial spiking
NIPS 2012
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors
NIPS 2012
Bayesian active learning with localized priors for fast receptive field characterization
NIPS 2012
Bayesian Spike-Triggered Covariance Analysis
NIPS 2011
Active learning of neural response functions with Gaussian processes
NIPS 2011
Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models
NIPS 2009
Characterizing neural dependencies with copula models
NIPS 2008
Neural characterization in partially observed populations of spiking neurons
NIPS 2007