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bayesian regularization

6 papers

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Co-occurring keywords

sparse logistic regression (16) multinomial classification (2) feature selection (649) maximum likelihood (255) multinomial logistic regression (14) sparse feature selection (10) value function approximation (100) batch reinforcement learning (32) weight regularization (12) changepoint detection (17)

Papers

Natural continual learning: success is a journey, not (just) a destination NIPS 2021
Shallow Updates for Deep Reinforcement Learning NIPS 2017
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters AISTATS 2012
Maximum Entropy Discrimination Markov Networks JMLR 2009
Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters JMLR 2007
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation NIPS 2006