Jyotikrishna Dass

Assistant Professor, ECE, University of Arizona

Joined

June 2020

Names

Jyotikrishna Dass

Emails

****@tamu.edu (Confirmed)

****@rice.edu (Confirmed)

****@arizona.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

ECE, University of Arizona (arizona.edu)

2024 – Present

Researcher

D2K, Rice University (rice.edu)

2022 – 2024

Postdoc

ECE, Rice University (rice.edu)

2021 – 2022

PhD student

CSE, Texas A&M (tamu.edu)

2014 – 2021

Undergrad student

ECE, Indian Institute of Technology Guwahati, (iitg.ernet.in)

2010 – 2014

Advisors, Relations & Conflicts

Coworker

Xia Hu

2015 – 2024

Postdoc Advisor

Yingyan Lin

2021 – 2022

Coauthor

Vivek Sarin

2016 – 2021

PhD Advisor

Rabi Mahapatra

2014 – 2021

Expertise

Parallel Computing

Present

Edge Computing

Present

Systems for AI

Present

Federated Learning

Present

Distributed Machine Learning

Present

Publications

Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers
Jyotikrishna Dass, Rabi Mahapatra
- 02 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Vitality: Unifying low-rank and sparse approximation for vision transformer acceleration with a linear taylor attention
Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Celine Lin
- 02 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training
Jyotikrishna Dass, Vivek Sarin, Rabi N. Mahapatra
- 2019 (modified: 07 Nov 2022)
- IEEE Trans. Parallel Distrib. Syst. 2019
- Readers: Everyone
FPGA-based Distributed Edge Training of SVM
Jyotikrishna Dass, Yashwardhan Narawane, Rabi N. Mahapatra, Vivek Sarin
- 2019 (modified: 07 Nov 2022)
- FPGA 2019
- Readers: Everyone
ConvLight: A Convolutional Accelerator with Memristor Integrated Photonic Computing
Dharanidhar Dang, Jyotikrishna Dass, Rabi N. Mahapatra
- 2017 (modified: 07 Nov 2022)
- HiPC 2017
- Readers: Everyone
Distributed QR Decomposition Framework for Training Support Vector Machines
Jyotikrishna Dass, V. N. S. Prithvi Sakuru, Vivek Sarin, Rabi N. Mahapatra
- 2017 (modified: 07 Nov 2022)
- ICDCS 2017
- Readers: Everyone
A Relaxed Synchronization Approach for Solving Parallel Quadratic Programming Problems with Guaranteed Convergence
Kooktae Lee, Raktim Bhattacharya, Jyotikrishna Dass, V. N. S. Prithvi Sakuru, Rabi N. Mahapatra
- 2016 (modified: 07 Nov 2022)
- IPDPS 2016
- Readers: Everyone

Jyotikrishna Dass

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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

Vitality: Unifying low-rank and sparse approximation for vision transformer acceleration with a linear taylor attention

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

FPGA-based Distributed Edge Training of SVM

ConvLight: A Convolutional Accelerator with Memristor Integrated Photonic Computing

Distributed QR Decomposition Framework for Training Support Vector Machines

A Relaxed Synchronization Approach for Solving Parallel Quadratic Programming Problems with Guaranteed Convergence

Co-Authors