Chao-Kai Chiang | DeepAI

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Featured Co-authors

Masashi Sugiyama
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Fei Sha
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Junya Honda
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Maziar Sanjabi
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Zhiyun Lu
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Jongyeong Lee
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∙ 09/15/2023

Unified Risk Analysis for Weakly Supervised Learning

Among the flourishing research of weakly supervised learning (WSL), we r...

0 Chao-Kai Chiang, et al. ∙

∙ 02/28/2023

Asymptotically Optimal Thompson Sampling Based Policy for the Uniform Bandits and the Gaussian Bandits

Thompson sampling (TS) for the parametric stochastic multi-armed bandits...

0 Jongyeong Lee, et al. ∙

∙ 02/03/2023

Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits

In the stochastic multi-armed bandit problem, a randomized probability m...

0 Jongyeong Lee, et al. ∙

∙ 02/01/2019

Hyper-parameter Tuning under a Budget Constraint

We study a budgeted hyper-parameter tuning problem, where we optimize th...

16 Zhiyun Lu, et al. ∙

∙ 05/30/2017

Federated Multi-Task Learning

Federated learning poses new statistical and systems challenges in train...

0 Virginia Smith, et al. ∙

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