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Poster
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Wed 12:45 |
On Data Efficiency of Meta-learning Maruan Al-Shedivat · Liam Li · Eric Xing · Ameet Talwalkar |
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Poster
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Thu 7:30 |
No-regret Algorithms for Multi-task Bayesian Optimization Sayak Ray Chowdhury · Aditya Gopalan |
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Poster
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Wed 12:45 |
When MAML Can Adapt Fast and How to Assist When It Cannot Sébastien Arnold · Shariq Iqbal · Fei Sha |
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Poster
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Wed 6:00 |
High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding Hannah Marienwald · Jean-Baptiste Fermanian · Gilles Blanchard |
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Poster
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Tue 14:00 |
Does Invariant Risk Minimization Capture Invariance? Pritish Kamath · Akilesh Tangella · Danica Sutherland · Nathan Srebro |
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Poster
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Wed 12:45 |
Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns Ziping Xu · Amirhossein Meisami · Ambuj Tewari |
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Poster
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Wed 12:45 |
A Theory of Multiple-Source Adaptation with Limited Target Labeled Data Yishay Mansour · Mehryar Mohri · Jae Ro · Ananda Theertha Suresh · Ke Wu |
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Poster
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Tue 18:30 |
Federated Multi-armed Bandits with Personalization Chengshuai Shi · Cong Shen · Jing Yang |
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Poster
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Wed 6:00 |
Multi-Armed Bandits with Cost Subsidy Deeksha Sinha · Karthik Abinav Sankararaman · Abbas Kazerouni · Vashist Avadhanula |
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Poster
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Wed 6:00 |
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning Kai Cui · Heinz Koeppl |