Sarada Krithivasan

Staff Research Scientist, Research, IBM, International Business Machines

Joined

September 2020

Names

Sarada Krithivasan (Preferred)

Emails

****@purdue.edu (Confirmed)

,

****@ibm.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Staff Research Scientist

Research, IBM, International Business Machines (us.ibm.com)

2022 – Present

Graduate Research Assistant

Electrical and Computer Engineering, Purdue University (purdue.edu)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Anand Raghunathan

Present

Expertise

Efficient DNN Training

Present

Publications

DNNDaSher: A Compiler Framework for Dataflow Compatible End-to-End Acceleration on IBM AIU
Sanchari Sen, Shubham Jain, Sarada Krithivasan, Swagath Venkataramani, Vijayalakshmi Srinivasan
- IEEE Micro 2024
- Readers: Everyone
MixTrain: accelerating DNN training via input mixing
Sarada Krithivasan, Sanchari Sen, Swagath Venkataramani, Anand Raghunathan
- Frontiers Artif. Intell. 2024
- Readers: Everyone
Efficiency attacks on spiking neural networks
Sarada Krithivasan, Sanchari Sen, Nitin Rathi, Kaushik Roy, Anand Raghunathan
- DAC 2022
- Readers: Everyone
Seprox: Sequence-Based Approximations for Compressing Ultra-Low Precision Deep Neural Networks
Aradhana Mohan Parvathy, Sarada Krithivasan, Sanchari Sen, Anand Raghunathan
- ICCAD 2022
- Readers: Everyone
InterTrain: Accelerating DNN Training using Input Interpolation
Sarada Krithivasan, Swagath Venkataramani, Sanchari Sen, Anand Raghunathan
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Accelerating DNN Training through Selective Localized Learning
Sarada Krithivasan, Sanchari Sen, Swagath Venkataramani, Anand Raghunathan
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Sparsity Turns Adversarial: Energy and Latency Attacks on Deep Neural Networks
Sarada Krithivasan, Sanchari Sen, Anand Raghunathan
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2020
- Readers: Everyone
Adversarial Sparsity Attacks on Deep Neural Networks
Sarada Krithivasan, Sanchari Sen, Anand Raghunathan
- CoRR 2020
- Readers: Everyone
Dynamic Spike Bundling for Energy-Efficient Spiking Neural Networks
Sarada Krithivasan, Sanchari Sen, Swagath Venkataramani, Anand Raghunathan
- ISLPED 2019
- Readers: Everyone
An Accuracy Tunable Non-Boolean Co-Processor Using Coupled Nano-Oscillators
Neel Gala, Sarada Krithivasan, Wei-Yu Tsai, Xueqing Li, Vijaykrishnan Narayanan, V. Kamakoti
- ACM J. Emerg. Technol. Comput. Syst. 2018
- Readers: Everyone

Co-Authors