Scholar
Daniel Golovin
Google Scholar ID: k8Px6S8AAAAJ
Google
Citations & Impact
Citations
5,986
H-index
19
i10-index
31
Publications
20
Co-authors
0
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- His work on Adaptive Submodularity was awarded the 2013 IJCAI-JAIR Best Paper Prize; A paper on dynamic resource allocation in conservation planning won the AAAI Outstanding Paper Award; Proposed a new approach to adaptive submodular optimization under matroid constraints and published work on near-optimal Bayesian active learning with noisy observations at NIPS 2010.
Research Experience
- Has won awards for work on dynamic resource allocation in conservation planning; Co-taught CS 253: Advanced Topics in Machine Learning with Andreas Krause.
Background
- Research interests include adaptive submodular optimization, dynamic resource allocation, and Bayesian active learning, among others.
Miscellany
- Created a word-cloud of keywords related to his research using Wordle.
Co-authors