James Hensman

Sr Principal Researcher

Publications

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- Scalable Model-Based Clustering with Sequential Monte Carlo
  
  C. Trojan, Pavel Myshkov, P. Fearnhead, James Hensman, Tom Minka, Chris Nemeth
  
  AISTATS 2026 | April 2026
  
  Publication
- TurboAttention: Efficient Attention Approximation For High Throughputs LLMs
  
  Hao Kang, Srikant Bharadwaj, James Hensman, Tushar Krishna, Victor Ruehle, Saravan Rajmohan
  
  ArXiv | December 2024, Vol abs/2412.08585
  
  DOI Publication Publication Project
- KBLaM: Knowledge Base augmented Language Model
  
  Xi Wang, Liana Mikaelyan, Taketomo Isazawa, James Hensman
  
  October 2024
  
  DOI Github
- QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
  
  Saleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci, Bo Li, Martin Jaggi, Dan Alistarh, Torsten Hoefler, James Hensman, Pashmina Cameron
  
  2024 Neural Information Processing Systems | March 2024
  
  Preprint
  
  DOI Publication Publication

- Scalable Model-Based Clustering with Sequential Monte Carlo
  
  C. Trojan, Pavel Myshkov, P. Fearnhead, James Hensman, Tom Minka, Chris Nemeth
  
  AISTATS 2026 | April 2026
  
  Publication
- TurboAttention: Efficient Attention Approximation For High Throughputs LLMs
  
  Hao Kang, Srikant Bharadwaj, James Hensman, Tushar Krishna, Victor Ruehle, Saravan Rajmohan
  
  ArXiv | December 2024, Vol abs/2412.08585
  
  DOI Publication Publication Project
- KBLaM: Knowledge Base augmented Language Model
  
  Xi Wang, Liana Mikaelyan, Taketomo Isazawa, James Hensman
  
  October 2024
  
  DOI Github
- QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
  
  Saleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci, Bo Li, Martin Jaggi, Dan Alistarh, Torsten Hoefler, James Hensman, Pashmina Cameron
  
  2024 Neural Information Processing Systems | March 2024
  
  Preprint
  
  DOI Publication Publication

- Scalable Model-Based Clustering with Sequential Monte Carlo
  
  C. Trojan, Pavel Myshkov, P. Fearnhead, James Hensman, Tom Minka, Chris Nemeth
  
  AISTATS 2026 | April 2026
  
  Publication
- QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
  
  Saleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci, Bo Li, Martin Jaggi, Dan Alistarh, Torsten Hoefler, James Hensman, Pashmina Cameron
  
  2024 Neural Information Processing Systems | March 2024
  
  Preprint
  
  DOI Publication Publication
- TurboAttention: Efficient Attention Approximation For High Throughputs LLMs
  
  Hao Kang, Srikant Bharadwaj, James Hensman, Tushar Krishna, Victor Ruehle, Saravan Rajmohan
  
  ArXiv | December 2024, Vol abs/2412.08585
  
  DOI Publication Publication Project
- KBLaM: Knowledge Base augmented Language Model
  
  Xi Wang, Liana Mikaelyan, Taketomo Isazawa, James Hensman
  
  October 2024
  
  DOI Github

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