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29 Results
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Poster
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Thu 9:00 |
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits Tong Mu · Yash Chandak · Tatsunori Hashimoto · Emma Brunskill |
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Workshop
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Strategy-Aware Contextual Bandits Keegan Harris · Chara Podimata · Steven Wu |
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Workshop
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A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations Sohan Rudra · Saksham Goel · Anirban Santara · Claudio Gentile · Laurent Perron · Fei Xia · Vikas Sindhwani · Carolina Parada · Gaurav Aggarwal |
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Poster
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Tue 9:00 |
Communication Efficient Federated Learning for Generalized Linear Bandits Chuanhao Li · Hongning Wang |
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Poster
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Thu 14:00 |
Communication Efficient Distributed Learning for Kernelized Contextual Bandits Chuanhao Li · Huazheng Wang · Mengdi Wang · Hongning Wang |
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Poster
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Thu 9:00 |
Conformal Off-Policy Prediction in Contextual Bandits Muhammad Faaiz Taufiq · Jean-Francois Ton · Rob Cornish · Yee Whye Teh · Arnaud Doucet |
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Workshop
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A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations Sohan Rudra · Saksham Goel · Anirban Santara · Claudio Gentile · Laurent Perron · Fei Xia · Vikas Sindhwani · Carolina Parada · Gaurav Aggarwal |
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Poster
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Tue 9:00 |
Expected Improvement for Contextual Bandits Hung Tran-The · Sunil Gupta · Santu Rana · Tuan Truong · Long Tran-Thanh · Svetha Venkatesh |
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Poster
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Wed 14:00 |
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions Haanvid Lee · Jongmin Lee · Yunseon Choi · Wonseok Jeon · Byung-Jun Lee · Yung-Kyun Noh · Kee-Eung Kim |
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Poster
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Wed 9:00 |
Pessimism for Offline Linear Contextual Bandits using ℓp Confidence Sets Gene Li · Cong Ma · Nati Srebro |
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Poster
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Thu 14:00 |
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems Yue Kang · Cho-Jui Hsieh · Thomas Chun Man Lee |
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Poster
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Thu 9:00 |
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms QIN DING · Yue Kang · Yi-Wei Liu · Thomas Chun Man Lee · Cho-Jui Hsieh · James Sharpnack |