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04/01/2021
Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic
Workplace communications around the world were drastically altered by Co...
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11/10/2020
PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment
We present methods to serialize and deserialize tree ensembles that opti...
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06/30/2019
Estimating Information-Theoretic Quantities with Random Forests
Information-theoretic quantities, such as mutual information and conditi...
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06/07/2019
Vertex Classification on Weighted Networks
This paper proposes a discrimination technique for vertices in a weighte...
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02/03/2016
An SSD-based eigensolver for spectral analysis on billion-node graphs
Many eigensolvers such as ARPACK and Anasazi have been developed to comp...
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06/05/2015
Gradient-Domain Fusion for Color Correction in Large EM Image Stacks
We propose a new gradient-domain technique for processing registered EM ...
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12/04/2013
Multiscale Dictionary Learning for Estimating Conditional Distributions
Nonparametric estimation of the conditional distribution of a response g...
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11/25/2013
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching
Graph matching is a challenging problem with very important applications...
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11/23/2013
Robust Vertex Classification
For random graphs distributed according to stochastic blockmodels, a spe...
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09/30/2013