Daniel Golovin

Researcher, Google

Joined

July 2019

Names

Daniel Golovin

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2011 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Google Vizier: A Service for Black-Box Optimization
Daniel Golovin, Benjamin Solnik, Subhodeep Moitra, Greg Kochanski, John Karro, D. Sculley
- 2017 (modified: 16 Jul 2019)
- KDD 2017
- Readers: Everyone
Hidden Technical Debt in Machine Learning Systems
D. Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Dietmar Ebner, Vinay Chaudhary, Michael Young, Jean-François Crespo, Dan Dennison
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone
Ad click prediction: a view from the trenches
H. Brendan McMahan, Gary Holt, David Sculley, Michael Young, Dietmar Ebner, Julian Grady, Lan Nie, Todd Phillips, Eugene Davydov, Daniel Golovin, Sharat Chikkerur, Dan Liu, Martin Wattenberg, Arnar Mar Hrafnkelsson, Tom Boulos, Jeremy Kubica
- 2013 (modified: 16 Nov 2022)
- KDD 2013
- Readers: Everyone
Large-Scale Learning with Less RAM via Randomization
Daniel Golovin, D. Sculley, H. Brendan McMahan, Michael Young
- 2013 (modified: 11 Nov 2022)
- ICML (2) 2013
- Readers: Everyone
Dynamic Resource Allocation in Conservation Planning
Daniel Golovin, Andreas Krause, Beth Gardner, Sarah J. Converse, Steve Morey
- 2011 (modified: 16 Jul 2019)
- AAAI 2011
- Readers: Everyone
Randomized Sensing in Adversarial Environments
Andreas Krause, Alex Roper, Daniel Golovin
- 2011 (modified: 16 Jul 2019)
- IJCAI 2011
- Readers: Everyone
Near-Optimal Bayesian Active Learning with Noisy Observations
Daniel Golovin, Andreas Krause, Debajyoti Ray
- 2010 (modified: 11 Nov 2022)
- NIPS 2010
- Readers: Everyone
Online Learning of Assignments
Matthew J. Streeter, Daniel Golovin, Andreas Krause
- 2009 (modified: 11 Nov 2022)
- NIPS 2009
- Readers: Everyone
An Online Algorithm for Maximizing Submodular Functions
Matthew J. Streeter, Daniel Golovin
- 2008 (modified: 11 Nov 2022)
- NIPS 2008
- Readers: Everyone
Combining Multiple Heuristics Online
Matthew J. Streeter, Daniel Golovin, Stephen F. Smith
- 2007 (modified: 16 Jul 2019)
- AAAI 2007
- Readers: Everyone

View all 11 publications

Co-Authors

View all 30 co-authors