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researcher

Lennart Heim

7 papers hereh-index 91.2k citations10 works total

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

author position
  • first author1
  • middle author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CY2
  • cs.AI1
same name
  • Lennart Heim — 8 papers, h 7
  • Lennart Heim — 5 papers, h 6
  • Lennart Heim — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedCompute Trends Across Three Eras of Machine Learning

312 citations · 474 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 26 cited

Measuring what Really Matters: Optimizing Neural Networks for TinyML

Lennart Heim, Andreas Biri, Zhongnan Qu +1

With the surge of inexpensive computational and memory resources, neural networks (NNs) have experienced an unprecedented growth in architectural and computational complexity. Intr…

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