Daniel Golovin
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Optimization and Search Problems, Complexity and Algorithms in Graphs, Machine Learning and Algorithms, Auction Theory and Applications
Most-Cited Works
- → Ad click prediction(2013)871 cited
- Hidden technical debt in Machine learning systems(2015)
- → Submodular Function Maximization(2014)739 cited
- → Google Vizier(2017)572 cited
- → Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization(2011)423 cited
- Machine Learning: The High Interest Credit Card of Technical Debt(2014)
- → An Online Algorithm for Maximizing Submodular Functions(2007)198 cited
- → Near-Optimal Bayesian Active Learning with Noisy Observations(2010)105 cited
- → Online distributed sensor selection(2010)75 cited