Aniruddha Nrusimha

13 papers A* 1Misc 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Open Technical Problems in Open-Weight AI Model Risk Management.
Trans. Mach. Learn. Res.
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, Yoshua Bengio, Dylan Hadfield-Menell
2025 J jnl
FlashFormer: Whole-Model Kernels for Efficient Low-Batch Inference.
CoRR
Aniruddha Nrusimha, William Brandon, Mayank Mishra, Yikang Shen, Rameswar Panda, Jonathan Ragan-Kelley, Yoon Kim
2024 J jnl
Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding.
CoRR
Zachary Ankner, Rishab Parthasarathy, Aniruddha Nrusimha, Christopher Rinard, Jonathan Ragan-Kelley, William Brandon
2024 J jnl
Mitigating the Impact of Outlier Channels for Language Model Quantization with Activation Regularization.
CoRR
Aniruddha Nrusimha, Mayank Mishra, Naigang Wang, Dan Alistarh, Rameswar Panda, Yoon Kim
2024 A* conf
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention.
NeurIPS
William Brandon, Mayank Mishra, Aniruddha Nrusimha, Rameswar Panda, Jonathan Ragan-Kelley
2024 J jnl
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention.
CoRR
William Brandon, Mayank Mishra, Aniruddha Nrusimha, Rameswar Panda, Jonathan Ragan-Kelley
2023 J jnl
Striped Attention: Faster Ring Attention for Causal Transformers.
CoRR
William Brandon, Aniruddha Nrusimha, Kevin Qian, Zachary Ankner, Tian Jin, Zhiye Song, Jonathan Ragan-Kelley
2023 J jnl
Towards Verifiable Text Generation with Symbolic References.
CoRR
Lucas Torroba Hennigen, Shannon Shen, Aniruddha Nrusimha, Bernhard Gapp, David A. Sontag, Yoon Kim
2022 Misc conf
Integer-Only Zero-Shot Quantization for Efficient Speech Recognition.
ICASSP
Sehoon Kim, Amir Gholami, Zhewei Yao, Nicholas Lee, Patrick Wang, Aniruddha Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer
2022 J jnl
SageDB: An Instance-Optimized Data Analytics System.
Proc. VLDB Endow.
Jialin Ding, Ryan Marcus, Andreas Kipf, Vikram Nathan, Aniruddha Nrusimha, Kapil Vaidya, Alexander van Renen, Tim Kraska
2021 J jnl
Q-ASR: Integer-only Zero-shot Quantization for Efficient Speech Recognition.
CoRR
Sehoon Kim, Amir Gholami, Zhewei Yao, Aniruddha Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer
2020 — conf
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization.
MLSys
Paras Jain, Ajay Jain, Aniruddha Nrusimha, Amir Gholami, Pieter Abbeel, Kurt Keutzer, Ion Stoica, Joseph Gonzalez
2019 J jnl
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization.
CoRR
Paras Jain, Ajay Jain, Aniruddha Nrusimha, Amir Gholami, Pieter Abbeel, Kurt Keutzer, Ion Stoica, Joseph E. Gonzalez