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researcher

S. Prestwich

8 papers hereh-index 282.5k citations198 works total

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

author position
  • sole author1
  • middle author4
  • last author3

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

fields
  • cs.AI4
  • stat.ML2
  • math.OC1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20092022
most citedDenoising Dictionary Learning Against Adversarial Perturbations

3 citations · 6 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2021

Combining K-means type algorithms with Hill Climbing for Joint Stratification and Sample Allocation Designs

Mervyn O'Luing, Steven Prestwich, S. Armagan Tarim

In this paper we combine the k-means and/or k-means type algorithms with a hill climbing algorithm in stages to solve the joint stratification and sample allocation problem. This i…

stat.ML2018★ 3 cited

Denoising Dictionary Learning Against Adversarial Perturbations

John Mitro, Derek Bridge, Steven Prestwich

We propose denoising dictionary learning (DDL), a simple yet effective technique as a protection measure against adversarial perturbations. We examined denoising dictionary learnin…

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