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2020 AAAI AAAI 2020

Sequential Mode Estimation with Oracle Queries

Abstract

Abstract We consider the problem of adaptively PAC-learning a probability distribution

🧭 Keyword Pioneer — sequential mode estimation
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio

Authors

Dhruti Shah , Tuhinangshu Choudhury , Nikhil Karamchandani , Aditya Gopalan

Topics

Machine Learning > Learning Types > Active Learning Machine Learning > Optimization & Theory > Statistical Learning Machine Learning > Learning Paradigms > Active Learning Machine Learning > Learning Types > Statistical Learning

Keywords

active learning pac learning probability distribution oracle query sequential estimation sequential mode estimation
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