Emilie Kaufmann
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics, Machine Learning and Algorithms, Optimization and Search Problems, Auction Theory and Applications
Most-Cited Works
- → On the Complexity of Best Arm Identification in Multi-Armed Bandit Models(2014)704 cited
- → Thompson Sampling: An Asymptotically Optimal Finite-Time Analysis(2012)363 cited
- → Machine learning applications in drug development(2019)224 cited
- On bayesian upper confidence bounds for bandit problems(2012)
- Information Complexity in Bandit Subset Selection(2013)
- → Optimal Best Arm Identification with Fixed Confidence(2016)101 cited
- → Multi-Armed Bandit Learning in IoT Networks: Learning Helps Even in Non-stationary Settings(2018)78 cited
- → Thompson Sampling for 1-Dimensional Exponential Family Bandits(2013)75 cited
- → On Explore-Then-Commit Strategies(2016)59 cited
- → What Doubling Tricks Can and Can't Do for Multi-Armed Bandits(2018)56 cited