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researcher

Matthew Bielskas

2 papers hereh-index 322 citations7 works total

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

most citedReinforcement Learning For Data Poisoning on Graph Neural Networks

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 3 cited

Reinforcement Learning For Data Poisoning on Graph Neural Networks

Jacob Dineen, A S M Ahsan-Ul Haque, Matthew Bielskas

Adversarial Machine Learning has emerged as a substantial subfield of Computer Science due to a lack of robustness in the models we train along with crowdsourcing practices that en…

cs.MA2020

Formal Methods for An Iterated Volunteer's Dilemma

Jacob Dineen, A S M Ahsan-Ul Haque, Matthew Bielskas

Game theory provides a framework for studying communication dynamics and emergent phenomena arising from rational agent interactions. We present a model framework for the Volunteer…

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