Daniel Golovin - Concepedia

Author

Daniel Golovin

Carnegie Mellon University

Also Known As

D.A. Golovin, Daniel Golovin, Golovin, Daniel

Publications

5.1K

Citations

H-Index

Concepts

All Affiliations

Carnegie Mellon University Google (United States)California Institute of Technology ETH Zurich Akamai (United States)

About

Daniel Golovin is an author at Carnegie Mellon University specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	26	3.6K
2	Business	4	4	909
3	Management	2	2	898
4	Computer Engineering	2	2	581
5	Social Sciences	1	1	30

Daniel Golovin

Publications

Citations

H-Index

Page 1

	Year	Citations
Ad click prediction H. Brendan McMahan, Gary D. Holt, D. Sculley, EngineeringMachine LearningTargeted AdvertisingAd Click-through RatesInformation Retrieval	2013	867
Hidden technical debt in Machine learning systems D. Sculley, Gary D. Holt, Daniel Golovin, Neural Information Processing Systems Artificial IntelligenceSoftware MaintenanceEngineeringMachine LearningPowerful Toolkit	2015	840
Google Vizier Daniel Golovin, Benjamin Solnik, Subhodeep Moitra, Artificial IntelligenceHyperparameter EstimationEngineeringMachine LearningData Science	2017	570
Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization Daniel Golovin, Andreas Krause CaltechAUTHORS (California Institute of Technology) Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningSubmodular Set Functions	2011	423
Machine Learning: The High Interest Credit Card of Technical Debt D. Sculley, Gary D. Holt, Daniel Golovin,	2014	218
Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization Daniel Golovin, Andreas Krause arXiv (Cornell University) Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningSubmodular Set Functions	2010	204
Near-Optimal Bayesian Active Learning with Noisy Observations Daniel Golovin, Andreas Krause, Debajyoti Ray arXiv (Cornell University) Artificial IntelligenceBayesian Decision TheoryEngineeringMachine LearningBayesian Active Learning	2010	105
Online distributed sensor selection Daniel Golovin, Matthew Faulkner, Andreas Krause Sensor NetworksEngineeringMachine LearningData ScienceWireless Sensor System	2010	75
Combining multiple heuristics online M. J. V. Streeter, Daniel Golovin, Stephen F. Smith Artificial IntelligenceEngineeringMachine LearningData SciencePresent Black-box Techniques	2007	73
Max-min fair allocation of indivisible goods Daniel Golovin Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)	1995	64

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