Variational learning from implicit bandit feedback
Recommendations are prevalent in Web applications (e.g., search ranking, item recommendation, advertisement placement). Learning from bandit feedback is challenging due to the sparsity of feedback limited to system-provided actions. In this work, we focus on batch learning from logs of recommender s...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2021
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/6431 https://ink.library.smu.edu.sg/context/sis_research/article/7434/viewcontent/ml21.pdf |
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| Institution: | Singapore Management University |
| Language: | English |