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bayesian online learning

8 papers

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Co-occurring keywords · papers mentioning both

neural network (2) laplace approximation (2) variational inference (2) catastrophic forgetting (2) change point detection (2) switching dynamical system (1) kronecker factorization (1) switching environment (1) probabilistic sequence prediction (1) bayesian online meta-learning (1)

Papers

Probabilistic Hash Embeddings for Online Learning of Categorical Features AAAI 2026 Addressing Catastrophic Forgetting in Few-Shot Problems ICML 2021 Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning NeurIPS 2021 Uncertainty-based Continual Learning with Adaptive Regularization NeurIPS 2019 Online Structured Laplace Approximations for Overcoming Catastrophic Forgetting NeurIPS 2018 The Forget-me-not Process NeurIPS 2016 Thompson Sampling in Switching Environments with Bayesian Online Change Detection AISTATS 2013 Bayesian Online Learning for Multi-label and Multi-variate Performance Measures AISTATS 2010