Amrit Nagarajan

PhD student, Purdue University

Joined

September 2020

Names

Amrit Nagarajan (Preferred)

Emails

****@purdue.edu (Confirmed)

,

****@ibm.com (Confirmed)

Personal Links

Career & Education History

PhD student

Purdue University (purdue.edu)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Anand Raghunathan

2018 – Present

Expertise

efficient deep learning

,

hardware optimization

,

software optimization

2018 – Present

Publications

TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models
Amrit Nagarajan, Anand Raghunathan
- EMNLP 2023 Findings
- Readers: Everyone
FASTRAIN-GNN: Fast and Accurate Self-Training for Graph Neural Networks
Amrit Nagarajan, Anand Raghunathan
- Accepted by TMLR
- Readers: Everyone
Efficient Ensembles of Graph Neural Networks
Amrit Nagarajan, Jacob R. Stevens, Anand Raghunathan
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Specialized Transformers: Faster, Smaller and more Accurate NLP Models
Amrit Nagarajan, Sanchari Sen, Jacob R. Stevens, Anand Raghunathan
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Optimizing Transformers with Approximate Computing for Faster, Smaller and more Accurate NLP Models
Amrit Nagarajan, Sanchari Sen, Jacob R. Stevens, Anand Raghunathan
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone

Co-Authors