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researcher

Nan Rosemary Ke

40 papers hereh-index 284.9k citations50 works total

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

author position
  • first author8
  • middle author29
  • last author2

Across the 39 of 40 papers where every author was matched, so the position is known.

fields
  • cs.LG19
  • stat.ML11
  • cs.AI5
  • cs.CL3
  • cs.NE1
  • q-bio.MN1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedA Deep Reinforcement Learning Chatbot

200 citations · 1.1k across the 39 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 1 filter

cs.NE2016★ 167 cited

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

David Krueger, Tegan Maharaj, János Kramár +7

We propose zoneout, a novel method for regularizing RNNs. At each timestep, zoneout stochastically forces some hidden units to maintain their previous values. Like dropout, zoneout…

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