Aviral Shrivastava

activity

20182023

most citedHardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights

109 citations · 114 across the 5 of their papers we have counts for

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Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 4 cited

Optimizing the Union of Intersections LASSO ( $U o I_{L A S S O}$ ) and Vector Autoregressive ( $U o I_{V A R}$ ) Algorithms for Improved Statistical Estimation at Scale

Mahesh Balasubramanian, Trevor Ruiz, Brandon Cook +4

The analysis of scientific data of increasing size and complexity requires statistical machine learning methods that are both interpretable and predictive. Union of Intersections (…

Optimizing the Union of Intersections LASSO (UoILASSO​) and Vector Autoregressive (UoIVAR​) Algorithms for Improved Statistical Estimation at Scale

Optimizing the Union of Intersections LASSO ( $U o I_{L A S S O}$ ) and Vector Autoregressive ( $U o I_{V A R}$ ) Algorithms for Improved Statistical Estimation at Scale