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06/13/2023
Von Mises Mixture Distributions for Molecular Conformation Generation
Molecules are frequently represented as graphs, but the underlying 3D mo...
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02/09/2019
Cloud Programming Simplified: A Berkeley View on Serverless Computing
Serverless cloud computing handles virtually all the system administrati...
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01/25/2019
Ambitious Data Science Can Be Painless
Modern data science research can involve massive computational experimen...
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10/23/2018
numpywren: serverless linear algebra
Linear algebra operations are widely used in scientific computing and ma...
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08/03/2017
Flare Prediction Using Photospheric and Coronal Image Data
The precise physical process that triggers solar flares is not currently...
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12/03/2015
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data
There is a widespread need for statistical methods that can analyze high...
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07/15/2014
Automatic discovery of cell types and microcircuitry from neural connectomics
Neural connectomics has begun producing massive amounts of data, necessi...
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02/22/2014
Scaling Nonparametric Bayesian Inference via Subsample-Annealing
We describe an adaptation of the simulated annealing algorithm to nonpar...
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02/20/2014