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Workshop
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Fri 9:45 |
Sequential Automated Machine Learning: Bandits-driven Exploration using a Collaborative Filtering Representation Maxime Heuillet |
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Poster
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Thu 21:00 |
Lenient Regret and Good-Action Identification in Gaussian Process Bandits Xu Cai · Selwyn Gomes · Jonathan Scarlett |
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Oral Session
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Wed 19:00 |
Bandits 4 |
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Poster
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Thu 21:00 |
On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization Xu Cai · Jonathan Scarlett |
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Spotlight
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Wed 18:25 |
Top-k eXtreme Contextual Bandits with Arm Hierarchy Rajat Sen · Alexander Rakhlin · Lexing Ying · Rahul Kidambi · Dean Foster · Daniel Hill · Inderjit Dhillon |
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Oral Session
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Wed 7:00 |
Bandits 1 |
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Poster
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Thu 21:00 |
Leveraging Good Representations in Linear Contextual Bandits Matteo Papini · Andrea Tirinzoni · Marcello Restelli · Alessandro Lazaric · Matteo Pirotta |
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Poster
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Wed 9:00 |
An Algorithm for Stochastic and Adversarial Bandits with Switching Costs Chloé Rouyer · Yevgeny Seldin · Nicolò Cesa-Bianchi |
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Spotlight
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Tue 17:25 |
Adapting to Delays and Data in Adversarial Multi-Armed Bandits András György · Pooria Joulani |
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Spotlight
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Wed 6:45 |
An Algorithm for Stochastic and Adversarial Bandits with Switching Costs Chloé Rouyer · Yevgeny Seldin · Nicolò Cesa-Bianchi |
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Spotlight
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Thu 7:45 |
Fairness of Exposure in Stochastic Bandits Luke Lequn Wang · Yiwei Bai · Wen Sun · Thorsten Joachims |
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Spotlight
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Wed 7:35 |
Best Model Identification: A Rested Bandit Formulation Leonardo Cella · Massimiliano Pontil · Claudio Gentile |