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20142022
most citedTowards Automated Neural Interaction Discovery for Click-Through Rate Prediction

64 citations · 149 across the 8 of their papers we have counts for

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cs.DS2015★ 10 cited

Spectral Sparsification of Random-Walk Matrix Polynomials

Dehua Cheng, Yu Cheng, Yan Liu +2

We consider a fundamental algorithmic question in spectral graph theory: Compute a spectral sparsifier of random-walk matrix-polynomial whe…

cs.DS2014★ 5 cited

Scalable Parallel Factorizations of SDD Matrices and Efficient Sampling for Gaussian Graphical Models

Dehua Cheng, Yu Cheng, Yan Liu +2

Motivated by a sampling problem basic to computational statistical inference, we develop a nearly optimal algorithm for a fundamental problem in spectral graph theory and numerical…