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researcher

C. Freeman

17 papers hereh-index 131.5k citations27 works total

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

author position
  • first author6
  • middle author11

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cond-mat.str-el2
  • cs.NE2
  • cs.RO2
  • quant-ph2
  • cond-mat.stat-mech1
same name
  • C. Freeman — 3 papers, h 3
  • C. Freeman — 2 papers, h 29
  • C. Freeman — 2 papers, h 9
  • C. Freeman — 2 papers, h 2
  • C. Freeman — 1 paper, h 4
  • C. Freeman — 1 paper, h 6

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
20142022
most citedUnderstanding and correcting pathologies in the training of learned optimizers

45 citations · 191 across the 17 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

2 papers · 2 filters

cs.LG2021★ 1 cited

Gradients are Not All You Need

Luke Metz, C. Daniel Freeman, Samuel S. Schoenholz +1

Differentiable programming techniques are widely used in the community and are responsible for the machine learning renaissance of the past several decades. While these methods are…

cs.LG2021★ 2 cited

Training Learned Optimizers with Randomly Initialized Learned Optimizers

Luke Metz, C. Daniel Freeman, Niru Maheswaranathan +1

Learned optimizers are increasingly effective, with performance exceeding that of hand designed optimizers such as Adam~\citep{kingma2014adam} on specific tasks \citep{metz2019unde…

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