conftrace_

bayesian online learning

8 papers

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Co-occurring keywords

neural network (6616) laplace approximation (70) variational inference (2069) catastrophic forgetting (958) change point detection (62) gaussian filtering (4) few-shot classification (90) categorical feature (10) probabilistic embedding (32) switching dynamical system (6)

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 NIPS 2021
Uncertainty-based Continual Learning with Adaptive Regularization NIPS 2019
Online Structured Laplace Approximations for Overcoming Catastrophic Forgetting NIPS 2018
The Forget-me-not Process NIPS 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