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G. Edwards

2 papers hereh-index 4135 citations6 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.LG2
same name
  • G. Edwards — 1 paper
  • G. Edwards — 1 paper, h 2
  • G. Edwards — 1 paper, h 2
  • G. Edwards — 1 paper, h 1
  • G. Edwards — 1 paper, h 14

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

most citedExplainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs

1 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 1 cited

Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs

Gavin Edwards, Sebastian Nilsson, Benedek Rozemberczki +1

For Artificial Intelligence to have a greater impact in biology and medicine, it is crucial that recommendations are both accurate and transparent. In other domains, a neurosymboli…

cs.LG2021★ 1 cited

MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy

Benedek Rozemberczki, Anna Gogleva, Sebastian Nilsson +3

We propose the molecular omics network (MOOMIN) a multimodal graph neural network used by AstraZeneca oncologists to predict the synergy of drug combinations for cancer treatment.…

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