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researcher

Suvinay Subramanian

21 papers hereh-index 181.9k citations46 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author19
  • last author2

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.AR3
  • cs.AI2
  • cs.PL2
  • cs.CL1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedTPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings

19 citations · 36 across the 20 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 2 cited

FLAT: An Optimized Dataflow for Mitigating Attention Bottlenecks

Sheng-Chun Kao, Suvinay Subramanian, Gaurav Agrawal +2

Attention mechanisms, primarily designed to capture pairwise correlations between words, have become the backbone of machine learning, expanding beyond natural language processing…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.