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Profile
Jyotikrishna Dass
Member of the Graduate Faculty | Assistant Professor, Electrical and Computer Engineering
Electrical and Computer Engr
Full Page
Overview
Research
More
Publications
(10)
Recent
NetDistiller: Empowering Tiny DeeLearning via In Situ Distillation
2023
deep learning,
distillation,
neural networks
ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention
2023
computer vision,
machine learning,
deep learning
Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers
2021
signal processing,
optimization,
machine learning
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
2019
machine learning,
distributed systems,
algorithms,
communication,
optimization
Distributed QR Decomposition Framework for Training Support Vector Machines
2017
distributed computing,
machine learning,
support vector machines,
framework development
ConvLight: A Convolutional Accelerator with Memristor Integrated Photonic Computing
2017
A Relaxed Synchronization Approach for Solving Parallel Quadratic Programming Problems with Guaranteed Convergence
2016
parallel computing,
optimization,
convergence,
synchronization,
algorithms
A density based method for automatic hairstyle discovery and recognition
2013
computer vision,
image processing,
machine learning,
pattern recognition,
data mining
