Sotabase

Career

· Researcher, UC Berkeley Berkeley Artificial Intelligence Research Lab (BAIR)2024–
· PhD in Computer Science, Harvard University
· Miller Institute Fellow, UC Berkeley
· Postdoctoral Researcher, UC Berkeley

Publications (35)

Regularized, fast, and robust analytical Q‐ball imaging
Magnetic Resonance in Medicine · 2007
936
cited
A Composite of Multiple Signals Distinguishes Causal Variants in Regions of Positive Selection
Science · 2010
527
cited
Apparent diffusion coefficients from high angular resolution diffusion imaging: Estimation and applications
Magnetic Resonance in Medicine · 2006
271
cited
A general SNP-based molecular barcode for Plasmodium falciparum identification and tracking
Malaria Journal · 2008
225
cited
Learning Certifiably Optimal Rule Lists
Knowledge Discovery and Data Mining · 2017
200
cited
Identification and Functional Validation of the Novel Antimalarial Resistance Locus PF10_0355 in Plasmodium falciparum
PLoS Genetics · 2011
95
cited
Patterns of Scalable Bayesian Inference
Found. Trends Mach. Learn. · 2016
94
cited
Flash Caching on the Storage Client
USENIX Annual Technical Conference · 2013
73
cited
Chemical decay of an antibiotic inverts selection for resistance
Nature Chemical Biology · 2010
56
cited
Variational Consensus Monte Carlo
Neural Information Processing Systems · 2015
50
cited
Accelerating MCMC via Parallel Predictive Prefetching
Conference on Uncertainty in Artificial Intelligence · 2014
43
cited
A fast and robust ODF estimation algorithm in Q-ball imaging
IEEE International Symposium on Biomedical Imaging · 2006
41
cited
StarFlow: A Script-Centric Data Analysis Environment
International Provenance and Annotation Workshop · 2010
37
cited
Excitability Constraints on Voltage-Gated Sodium Channels
PLoS Comput. Biol. · 2007
31
cited
A linear and regularized ODF estimation algorithm to recover multiple fibers in Q-Ball imaging
2004
27
cited
Apparent diffusion profile estimation from high angular resolution diffusion images
SPIE Medical Imaging · 2006
14
cited
ASC: automatically scalable computation
International Conference on Architectural Support for Programming Languages and Operating Systems · 2014
13
cited
Attribute-efficient evolvability of linear functions
Information Technology Convergence and Services · 2013
10
cited
Apparent Diffusion Coefficients from High Angular Resolution Diffusion Images: Estimation and Applications
8
cited
Computational caches
Annual Haifa Experimental Systems Conference · 2013
8
cited
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Elaine Angelino | Researcher Profile | Sotabase | Sotabase