Aniruddha Nrusimha

Ph.D. candidate, MIT

Joined

September 2019

Names

Aniruddha Nrusimha (Preferred)

Emails

****@berkeley.edu (Confirmed)

****@mit.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Ph.D. candidate

MIT (mit.edu)

2021 – Present

Undergrad student

University of California Berkeley (berkeley.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Yoon Kim

2022 – Present

Expertise

Efficient Deep Learning

Present

Deep Learning Quantization

Present

Edge Deep Learning

Present

Publications

Open Technical Problems in Open-Weight AI Model Risk Management
Stephen Casper, Kyle O'Brien, Shayne Longpre, Elizabeth Seger, Kevin Klyman, Rishi Bommasani, Aniruddha Nrusimha, Ilia Shumailov, Sören Mindermann, Steven Basart, Frank Rudzicz, Kellin Pelrine, Avijit Ghosh, Andrew Strait, Robert Kirk, Dan Hendrycks, Peter Henderson, J Zico Kolter, Geoffrey Irving, Yarin Gal et al. (2 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
William Brandon, Mayank Mishra, Aniruddha Nrusimha, Rameswar Panda, Jonathan Ragan-Kelley
- NeurIPS 2024 poster
- Readers: Everyone
Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding
Zachary Ankner, Rishab Parthasarathy, Aniruddha Nrusimha, Christopher Rinard, Jonathan Ragan-Kelley, William Brandon
- COLM
- Readers: Everyone
Towards Verifiable Text Generation with Symbolic References
Lucas Torroba Hennigen, Zejiang Shen, Aniruddha Nrusimha, Bernhard Gapp, David Sontag, Yoon Kim
- COLM
- Readers: Everyone
Striped Attention: Faster Ring Attention for Causal Transformers
William Brandon, Aniruddha Nrusimha, Kevin Qian, Zachary Ankner, Tian Jin, Zhiye Song, Jonathan Ragan-Kelley
- Published: 01 Jan 2023, Last Modified: 16 Dec 2023
- CoRR 2023
- Readers: Everyone
Towards Verifiable Text Generation with Symbolic References
Lucas Torroba Hennigen, Shannon Shen, Aniruddha Nrusimha, Bernhard Gapp, David A. Sontag, Yoon Kim
- Published: 01 Jan 2023, Last Modified: 16 Dec 2023
- CoRR 2023
- Readers: Everyone
Integer-Only Zero-Shot Quantization for Efficient Speech Recognition
Sehoon Kim, Amir Gholami, Zhewei Yao, Nicholas Lee, Patrick Wang, Aniruddha Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- ICASSP 2022
- Readers: Everyone
SageDB: An Instance-Optimized Data Analytics System
Jialin Ding, Ryan Marcus, Andreas Kipf, Vikram Nathan, Aniruddha Nrusimha, Kapil Vaidya, Alexander van Renen, Tim Kraska
- Published: 01 Jan 2022, Last Modified: 25 Aug 2023
- Proc. VLDB Endow. 2022
- Readers: Everyone
Q-ASR: Integer-only Zero-shot Quantization for Efficient Speech Recognition
Sehoon Kim, Amir Gholami, Zhewei Yao, Aniruddha Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer
- Published: 01 Jan 2021, Last Modified: 17 May 2023
- CoRR 2021
- Readers: Everyone
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
Paras Jain, Ajay Jain, Aniruddha Nrusimha, Amir Gholami, Pieter Abbeel, Kurt Keutzer, Ion Stoica, Joseph Gonzalez
- 2020 (modified: 13 Nov 2024)
- MLSys 2020
- Readers: Everyone

View all 11 publications

Co-Authors

View all 60 co-authors