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11/18/2022
Compiling Structured Tensor Algebra
Tensor algebra is essential for data-intensive workloads in various comp...
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06/09/2022
Hinted Dictionaries: Efficient Functional Ordered Sets and Maps
This article introduces hinted dictionaries for expressing efficient ord...
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01/12/2022
GraphVAMPNet, using graph neural networks and variational approach to markov processes for dynamical modeling of biomolecules
Finding low dimensional representation of data from long-timescale traje...
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12/24/2021
Fine-Tuning Data Structures for Analytical Query Processing
We introduce a framework for automatically choosing data structures to s...
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08/27/2021
Variational embedding of protein folding simulations using gaussian mixture variational autoencoders
Conformational sampling of biomolecules using molecular dynamics simulat...
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10/09/2020