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researcher

Devin Willmott

11 papers hereh-index 9529 citations20 works total

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

author position
  • first author2
  • middle author9

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV2
  • physics.comp-ph2
  • q-bio.BM1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedImproving RNA secondary structure prediction via state inference with deep recurrent neural networks

29 citations · 100 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

physics.comp-ph2020★ 24 cited

A community-powered search of machine learning strategy space to find NMR property prediction models

Lars A. Bratholm, Will Gerrard, Brandon Anderson +26

The rise of machine learning (ML) has created an explosion in the potential strategies for using data to make scientific predictions. For physical scientists wishing to apply ML st…

cs.LG2020★ 1 cited

Simple and Efficient Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes

Satya Narayan Shukla, Anit Kumar Sahu, Devin Willmott +1

We focus on the problem of black-box adversarial attacks, where the aim is to generate adversarial examples for deep learning models solely based on information limited to output l…

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