Sacha Sokoloski

According to our database, Sacha Sokoloski authored at least 8 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A Unified Theory of Exact Inference and Learning in Exponential Family Latent Variable Models.

Sacha Sokoloski

CoRR, 2024

A computational approach to visual ecology with deep reinforcement learning.

Sacha Sokoloski, Jure Majnik, Philipp Berens

CoRR, 2024

2022

Hierarchical mixtures of Gaussians for combined dimensionality reduction and clustering.

Sacha Sokoloski, Philipp Berens

CoRR, 2022

2019

Conditional Finite Mixtures of Poisson Distributions for Context-Dependent Neural Correlations.

Sacha Sokoloski, Ruben Coen Cagli

CoRR, 2019

2017

Implementing Bayesian Inference with Neural Networks

Sacha Sokoloski

PhD thesis, 2017

Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown Stimulus Dynamics.

Sacha Sokoloski

Neural Comput., 2017

2015

Nonlinear Filtering with Population Codes.

Sacha Sokoloski

CoRR, 2015

2012

A Biologically Realistic Model of Saccadic Eye Control with Probabilistic Population Codes

Sacha Sokoloski

CoRR, 2012