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Zhenwen Dai

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In-context Exploration-Exploitation for Reinforcement Learning

Mar 11, 2024
Zhenwen Dai, Federico Tomasi, Sina Ghiassian

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Automatic Music Playlist Generation via Simulation-based Reinforcement Learning

Oct 13, 2023
Federico Tomasi, Joseph Cauteruccio, Surya Kanoria, Kamil Ciosek, Matteo Rinaldi, Zhenwen Dai

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A Strong Baseline for Batch Imitation Learning

Feb 06, 2023
Matthew Smith, Lucas Maystre, Zhenwen Dai, Kamil Ciosek

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Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics

Jan 16, 2023
Mu Niu, Zhenwen Dai, Pokman Cheung, Yizhu Wang

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Model Selection for Production System via Automated Online Experiments

May 27, 2021
Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia, Ben Carterette, Mounia Lalmas-Roelleke

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Making Differentiable Architecture Search less local

Apr 21, 2021
Erik Bodin, Federico Tomasi, Zhenwen Dai

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The Evidence Lower Bound of Variational Autoencoders Converges to a Sum of Three Entropies

Oct 28, 2020
Jörg Lücke, Dennis Forster, Zhenwen Dai

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Black-box density function estimation using recursive partitioning

Oct 26, 2020
Erik Bodin, Zhenwen Dai, Neill D. F. Campbell, Carl Henrik Ek

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ProSper -- A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions

Aug 01, 2019
Georgios Exarchakis, Jörg Bornschein, Abdul-Saboor Sheikh, Zhenwen Dai, Marc Henniges, Jakob Drefs, Jörg Lücke

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Meta-Surrogate Benchmarking for Hyperparameter Optimization

May 30, 2019
Aaron Klein, Zhenwen Dai, Frank Hutter, Neil Lawrence, Javier Gonzalez

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