Daniel Golovin
According to our database1,
Daniel Golovin
authored at least 37 papers
between 2006 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
2022
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization.
Proceedings of the International Conference on Automated Machine Learning, 2022
2020
Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
2015
Improved approximations for two-stage min-cut and shortest path problems under uncertainty.
Math. Program., 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
2014
Online Submodular Maximization under a Matroid Constraint with Application to Learning Assignments.
CoRR, 2014
Sequential Decision Making in Computational Sustainability via Adaptive Submodularity.
AI Mag., 2014
Proceedings of the Tractability: Practical Approaches to Hard Problems, 2014
2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2011
SIGecom Exch., 2011
Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization.
J. Artif. Intell. Res., 2011
Proceedings of the Proceedings 12th ACM Conference on Electronic Commerce (EC-2011), 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010
Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization.
Proceedings of the COLT 2010, 2010
2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the Automata, Languages and Programming, 36th International Colloquium, 2009
2008
Proceedings of the Algorithm Theory, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, 2008
2007
SIGecom Exch., 2007
Proceedings of the Proceedings 8th ACM Conference on Electronic Commerce (EC-2007), 2007
Proceedings of the 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2007), 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
Pay Today for a Rainy Day: Improved Approximation Algorithms for Demand-Robust Min-Cut and Shortest Path Problems.
Proceedings of the STACS 2006, 2006
Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2006
Proceedings of the Twenty-Fifth Annual ACM Symposium on Principles of Distributed Computing, 2006