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Alexandre Passos

11 papers hereh-index 1291.9k citations24 works total

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

author position
  • first author2
  • middle author9

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL5
  • cs.LG5
  • cs.PL1
same name
  • Alexandre Passos — 6 papers, h 6
  • Alexandre Passos — 2 papers, h 3

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
20122022
most citedScikit-learn: Machine Learning in Python

63.6k citations · 63.9k across the 10 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 32 cited

Faster Neural Network Training with Data Echoing

Dami Choi, Alexandre Passos, Christopher J. Shallue +1

In the twilight of Moore's law, GPUs and other specialized hardware accelerators have dramatically sped up neural network training. However, earlier stages of the training pipeline…

cs.PL2019★ 52 cited

TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning

Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos +8

TensorFlow Eager is a multi-stage, Python-embedded domain-specific language for hardware-accelerated machine learning, suitable for both interactive research and production. Tensor…

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