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06/11/2021
Monotonic Neural Network: combining Deep Learning with Domain Knowledge for Chiller Plants Energy Optimization
In this paper, we are interested in building a domain knowledge based de...
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06/05/2020
A zero-inflated gamma model for deconvolved calcium imaging traces
Calcium imaging is a critical tool for measuring the activity of large n...
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12/01/2019
On the Security of A Remote Cloud Storage Integrity Checking Protocol
Data security and privacy is an important but challenging problem in clo...
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12/01/2019
Zero knowledge proofs for cloud storage integrity checking
With the wide application of cloud storage, cloud security has become a ...
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12/01/2019
Purpose-based access policy on provenance and data algebra
It is a crucial mechanism of access control to determine that data can o...
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12/01/2019
PACLP: a fine-grained partition-based access control policy language for provenance
Even though the idea of partitioning provenance graphs for access contro...
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11/13/2019
Dynamic Connected Neural Decision Classifier and Regressor with Dynamic Softing Pruning
In the regression problem, L1, L2 are the most commonly-used loss functi...
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11/13/2019
Regression via Arbitrary Quantile Modeling
In the regression problem, L1 and L2 are the most commonly used loss fun...
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08/28/2019
Short-and-Sparse Deconvolution -- A Geometric Approach
Short-and-sparse deconvolution (SaSD) is the problem of extracting local...
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07/17/2018