Matthew Forshaw
3 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
Top co-authors
Research topics
Keywords
model architecture
(1)
neural architecture search
(1)
deep learning
(1)
population genetics
(1)
benchmark dataset
(1)
performance model
(1)
automatic scaling
(1)
streaming dataflow
(1)
dynamic resource allocation
(1)
operator scheduling
(1)
constraint programming
(1)
captive breeding
(1)
genetic diversity
(1)
breeding program
(1)
population management
(1)
relatedness minimization
(1)
genetic management
(1)
breeding optimization
(1)
Papers
Constraint Optimisation Approaches for Designing Group-Living Captive Breeding Programmes
AAAI 2025
Insights from the Use of Previously Unseen Neural Architecture Search Datasets
CVPR 2024
Three steps is all you need: fast, accurate, automatic scaling decisions for distributed streaming dataflows
OSDI 2018