Martin Skutella
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
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Research topics
Keywords
combinatorial optimization
(1)
dynamic programming
(1)
approximation algorithm
(1)
recurrent neural network
(1)
relu activation
(1)
approximation scheme
(1)
tropical geometry
(1)
mixed-integer optimization
(1)
knapsack problem
(1)
neural network
(1)
function representation
(1)
neural network expressiveness
(1)
depth bound
(1)
relu
(1)
conp-completeness
(1)
injectivity
(1)
surjectivity
(1)
verification
(1)
zonotope
(1)
Papers
Complexity of Injectivity and Verification of ReLU Neural Networks (Extended Abstract)
COLT 2025
Open Problem: Fixed-Parameter Tractability of Zonotope Problems
COLT 2025
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size
AAAI 2021
Towards Lower Bounds on the Depth of ReLU Neural Networks
NeurIPS 2021