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researcher

J. Bergstra

3 papers hereh-index 2631.5k citations42 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.SC2
  • cs.CV1
same name
  • J. Bergstra — 34 papers, h 49

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

most citedTheano: new features and speed improvements

1k citations · 1.1k across the 2 of their papers we have counts for

collaborators

3 papers

cs.SC2016

Theano: A Python framework for fast computation of mathematical expressions

The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110

Theano is a Python library that allows to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Since its introduction, it has bee…

cs.SC2012★ 1k cited

Theano: new features and speed improvements

Frédéric Bastien, Pascal Lamblin, Razvan Pascanu +6

Theano is a linear algebra compiler that optimizes a user's symbolically-specified mathematical computations to produce efficient low-level implementations. In this paper, we prese…

cs.CV2012★ 39 cited

Making a Science of Model Search

J. Bergstra, D. Yamins, D. D. Cox

Many computer vision algorithms depend on a variety of parameter choices and settings that are typically hand-tuned in the course of evaluating the algorithm. While such parameter…

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