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12/20/2022
Nonparametric Measure-Transportation-Based Methods for Directional Data
This paper proposes various nonparametric tools based on measure transpo...
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08/25/2022
Center-outward Rank- and Sign-based VARMA Portmanteau Tests
Revisiting the pseudo-Gaussian tests of Chitturi (1974), Hosking (1980),...
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10/15/2021
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
Various pruning approaches have been proposed to reduce the footprint re...
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05/12/2021
SimNet: Computer Architecture Simulation using Machine Learning
While cycle-accurate simulators are essential tools for architecture res...
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07/16/2020
FTRANS: Energy-Efficient Acceleration of Transformers using FPGA
In natural language processing (NLP), the "Transformer" architecture was...
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07/02/2020
GSoFa: Scalable Sparse LU Symbolic Factorization on GPUs
Decomposing a matrix A into a lower matrix L and an upper matrix U, whic...
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07/14/2018
