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researcher

R. Kwiatkowski

8 papers hereh-index 8251 citations17 works total

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

author position
  • first author3
  • middle author5

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.RO4
  • cs.CL2
  • cs.LG2
same name
  • R. Kwiatkowski — 1 paper, h 16

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
20172024
most citedGradient Normalization & Depth Based Decay For Deep Learning

2 citations · 4 across the 7 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

cs.LG2017★ 2 cited

Gradient Normalization & Depth Based Decay For Deep Learning

Robert Kwiatkowski, Oscar Chang

In this paper we introduce a novel method of gradient normalization and decay with respect to depth. Our method leverages the simple concept of normalizing all gradients in a deep…

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