conftrace_

gaussian process factor analysis

9 papers

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Also known as

GPFA

Co-occurring keywords · papers mentioning both

variational inference (5) gaussian process (4) latent variable model (3) factor analysis (3) neural population (2) spike count data (2) neural population activity (1) neural trajectories (1) spiking activity (1) variational em algorithm (1)

Papers

Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA ICLR 2025 Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation ICML 2024 Unsupervised representation learning with recognition-parametrised probabilistic models AISTATS 2023 Structured Recognition for Generative Models with Explaining Away NeurIPS 2022 Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations ICML 2020 Infra-slow brain dynamics as a marker for cognitive function and decline NeurIPS 2019 Temporal alignment and latent Gaussian process factor inference in population spike trains NeurIPS 2018 Variational Gaussian-process factor analysis for modeling spatio-temporal data NeurIPS 2009 Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity NeurIPS 2008