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researcher

B. McWilliams

27 papers hereh-index 235.7k citations44 works total

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

author position
  • first author6
  • middle author17
  • last author4

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • stat.ML10
  • cs.LG9
  • cs.CV3
  • cs.CL1
  • cs.MA1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20092022
most citedThe Shattered Gradients Problem: If resnets are the answer, then what is the question?

96 citations · 444 across the 23 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 8 cited

Scalable Adaptive Stochastic Optimization Using Random Projections

Gabriel Krummenacher, Brian McWilliams, Yannic Kilcher +2

Adaptive stochastic gradient methods such as AdaGrad have gained popularity in particular for training deep neural networks. The most commonly used and studied variant maintains a…

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