Search Results for author: Lucian Chan

Found 2 papers, 1 papers with code

Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings

no code implementations5 Jun 2019 Jean-Francois Ton, Lucian Chan, Yee Whye Teh, Dino Sejdinovic

Current meta-learning approaches focus on learning functional representations of relationships between variables, i. e. on estimating conditional expectations in regression.

Density Estimation Meta-Learning

Hyperparameter Learning via Distributional Transfer

1 code implementation NeurIPS 2019 Ho Chung Leon Law, Peilin Zhao, Lucian Chan, Junzhou Huang, Dino Sejdinovic

Bayesian optimisation is a popular technique for hyperparameter learning but typically requires initial exploration even in cases where similar prior tasks have been solved.

Bayesian Optimisation

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