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Sacha Sokoloski
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 5
Top Topics
Finite Mixtures
Reinforcement Learning
Minimum Message Length
Kl Divergence
Top Venues
CoRR
Neural Comput.
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Publications
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Sacha Sokoloski
A Unified Theory of Exact Inference and Learning in Exponential Family Latent Variable Models.
CoRR
(2024)
Sacha Sokoloski
,
Jure Majnik
,
Philipp Berens
A computational approach to visual ecology with deep reinforcement learning.
CoRR
(2024)
Sacha Sokoloski
,
Philipp Berens
Hierarchical mixtures of Gaussians for combined dimensionality reduction and clustering.
CoRR
(2022)
Sacha Sokoloski
,
Ruben Coen Cagli
Conditional Finite Mixtures of Poisson Distributions for Context-Dependent Neural Correlations.
CoRR
(2019)
Sacha Sokoloski
Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown Stimulus Dynamics.
Neural Comput.
29 (9) (2017)
Sacha Sokoloski
Nonlinear Filtering with Population Codes.
CoRR
(2015)
Sacha Sokoloski
A Biologically Realistic Model of Saccadic Eye Control with Probabilistic Population Codes
CoRR
(2012)