Daniel Golovin
Daniel Golovin
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Ad click prediction: a view from the trenches
HB McMahan, G Holt, D Sculley, M Young, D Ebner, J Grady, L Nie, ...
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
7742013
Submodular function maximization.
A Krause, D Golovin
Tractability 3, 71-104, 2014
7212014
Hidden technical debt in machine learning systems
D Sculley, G Holt, D Golovin, E Davydov, T Phillips, D Ebner, ...
Advances in neural information processing systems 28, 2503-2511, 2015
5972015
Adaptive submodularity: Theory and applications in active learning and stochastic optimization
D Golovin, A Krause
Journal of Artificial Intelligence Research 42, 427-486, 2011
5562011
Google vizier: A service for black-box optimization
D Golovin, B Solnik, S Moitra, G Kochanski, J Karro, D Sculley
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
4682017
An online algorithm for maximizing submodular functions
M Streeter, D Golovin
CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE, 2007
2352007
Machine learning: The high interest credit card of technical debt
D Sculley, G Holt, D Golovin, E Davydov, T Phillips, D Ebner, ...
2292014
Near-optimal bayesian active learning with noisy observations
D Golovin, A Krause, D Ray
arXiv preprint arXiv:1010.3091, 2010
1962010
Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization.
D Golovin, A Krause
COLT, 333-345, 2010
1122010
Combining multiple heuristics online
M Streeter, D Golovin, SF Smith
AAAI, 1197-1203, 2007
1042007
Online distributed sensor selection
D Golovin, M Faulkner, A Krause
Proceedings of the 9th ACM/IEEE International Conference on Information …, 2010
832010
Max-min fair allocation of indivisible goods
D Golovin
School of Computer Science, Carnegie Mellon University, 2005
772005
Online learning of assignments
M Streeter, D Golovin, A Krause
Neural Information Processing Systems Foundation, 2010
692010
Approximating the k-multicut problem
D Golovin, V Nagarajan, M Singh
SODA 6, 621-630, 2006
542006
Strongly history-independent hashing with applications
GE Blelloch, D Golovin
48th Annual IEEE Symposium on Foundations of Computer Science (FOCS'07), 272-282, 2007
452007
Dynamic resource allocation in conservation planning
D Golovin, A Krause, B Gardner, SJ Converse, S Morey
Twenty-fifth AAAI Conference on Artificial Intelligence, 2011
382011
Pay today for a rainy day: improved approximation algorithms for demand-robust min-cut and shortest path problems
D Golovin, V Goyal, R Ravi
Annual Symposium on Theoretical Aspects of Computer Science, 206-217, 2006
332006
Gradientless descent: High-dimensional zeroth-order optimization
D Golovin, J Karro, G Kochanski, C Lee, X Song, Q Zhang
arXiv preprint arXiv:1911.06317, 2019
312019
Online submodular maximization under a matroid constraint with application to learning assignments
D Golovin, A Krause, M Streeter
arXiv preprint arXiv:1407.1082, 2014
302014
A revealed preference approach to computational complexity in economics
F Echenique, D Golovin, A Wierman
Proceedings of the 12th ACM conference on Electronic commerce, 101-110, 2011
272011
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