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researcher

Gavin Taylor

9 papers hereh-index 186.1k citations36 works total

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

author position
  • first author2
  • middle author5
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CV1
  • cs.DC1
  • stat.ML1
same name
  • Gavin Taylor — 2 papers

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
20122021
most citedTransferable Clean-Label Poisoning Attacks on Deep Neural Nets

137 citations · 170 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020

Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning

Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach +1

In order to make better use of deep reinforcement learning in the creation of sensing policies for resource-constrained IoT devices, we present and study a novel reward function ba…

cs.LG2020

MetaPoison: Practical General-purpose Clean-label Data Poisoning

W. Ronny Huang, Jonas Geiping, Liam Fowl +2

Data poisoning -- the process by which an attacker takes control of a model by making imperceptible changes to a subset of the training data -- is an emerging threat in the context…

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