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Jyotikrishna Dass

Assistant Professor, Electrical and Computer Engineering | Member of the Graduate Faculty

Electrical and Computer Engr
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Collaboration(1)

Publications(12)

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Recent

System and Method for Identifying a Hairstyle of a Person

2024

ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention

2023
computer vision, machine learning, deep learning

NetDistiller: Empowering Tiny DeeLearning via In Situ Distillation

2023
deep learning, distillation, neural networks

Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers

2021
signal processing, optimization, machine learning

EFFICIENT AND SCALABLE MACHINE LEARNING FOR DISTRIBUTED EDGE INTELLIGENCE

2021

Distributed Training of Support Vector Machine on a Multiple-FPGA System

2020
distributed computing, machine learning, fpga

FPGA-based Distributed Edge Training of SVM

2019
fpga, distributed computing, edge computing, svm, machine learning

Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training

2018
machine learning, distributed systems, algorithms, communication, optimization

ConvLight: A Convolutional Accelerator with Memristor Integrated Photonic Computing

2017

Distributed QR Decomposition Framework for Training Support Vector Machines

2017
distributed computing, machine learning, support vector machines, framework development
Jyotikrishna Dass | KMap Profile - Institutional Knowledge Map (KMap)