Roman Garnett

Identifiers

• name variant Roman Garnett 0.60 · backfill

Papers (15)

1. Automated Model Selection with Bayesian Quadrature cs.LG · 2019 · author #3
2. Efficient nonmyopic active search with applications in drug and materials discovery cs.LG · 2018 · author #4
3. Learning and Anticipating Future Actions During Exploratory Data Analysis cs.HC · 2018 · author #2
4. Improving Quadrature for Constrained Integrands cs.LG · 2018 · author #2
5. Active Search for Sparse Signals with Region Sensing stat.ML · 2016 · author #2
6. Statistical properties of damped Lyman-alpha systems from Sloan Digital Sky Survey DR12 astro-ph.GA · 2016 · author #2
7. Exact Sampling from Determinantal Point Processes cs.LG · 2016 · author #2
8. Detecting Damped Lyman-$\alpha$ Absorbers with Gaussian Processes astro-ph.CO · 2016 · author #1
9. Anomaly Detection and Removal Using Non-Stationary Gaussian Processes stat.ML · 2015 · author #2
10. Differentially Private Bayesian Optimization stat.ML · 2015 · author #3
11. Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature stat.ML · 2014 · author #3
12. Propagation Kernels stat.ML · 2014 · author #2
13. The entropic basis of collective behaviour q-bio.OT · 2014 · author #2
14. Active Learning of Linear Embeddings for Gaussian Processes stat.ML · 2013 · author #1
15. Submodularity in Batch Active Learning and Survey Problems on Gaussian Random Fields cs.LG · 2012 · author #2

Mentions

• 1411.0439 #3 · backfill · confidence 0.70 Roman Garnett
• 1410.3314 #2 · backfill · confidence 0.70 Roman Garnett
• 1409.6895 #2 · backfill · confidence 0.70 Roman Garnett
• 1310.6740 #1 · backfill · confidence 0.70 Roman Garnett
• 1209.3694 #2 · backfill · confidence 0.70 Roman Garnett

Frequent Coauthors

• Jeff Schneider 3 shared papers
• Michael A. Osborne 3 shared papers
• Philipp Hennig 3 shared papers
• Henry Chai 2 shared papers
• Shirley Ho 2 shared papers
• Simeon Bird 2 shared papers
• Yifei Ma 2 shared papers
• Alvitta Ottley 1 shared papers
• Benjamin Moseley 1 shared papers
• Christian Bauckhage 1 shared papers
• Gustavo Malkomes 1 shared papers
• Jacob R. Gardner 1 shared papers
• Jean-Francois Ton 1 shared papers
• Kilian Q. Weinberger 1 shared papers
• Kristian Kersting 1 shared papers
• Marion Neumann 1 shared papers
• Matt J. Kusner 1 shared papers
• Michael Osborne 1 shared papers
• Ran Wan 1 shared papers
• Richard P. Mann 1 shared papers