248 citations · 1.3k across the 45 of their papers we have counts for
4 papers · 1 filter
GENNI: Visualising the Geometry of Equivalences for Neural Network Identifiability
Daniel Lengyel, Janith Petangoda, Isak Falk +5
We propose an efficient algorithm to visualise symmetries in neural networks. Typically, models are defined with respect to a parameter space, where non-equal parameters can produc…
On Population-Based Algorithms for Distributed Constraint Optimization Problems
Saaduddin Mahmud, Md. Mosaddek Khan, Nicholas R. Jennings
Distributed Constraint Optimization Problems (DCOPs) are a widely studied class of optimization problems in which interaction between a set of cooperative agents are modeled as a s…
Real-Time Detection of Dictionary DGA Network Traffic using Deep Learning
Kate Highnam, Domenic Puzio, Song Luo +1
Botnets and malware continue to avoid detection by static rules engines when using domain generation algorithms (DGAs) for callouts to unique, dynamically generated web addresses.…
Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs
Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury +2
Distributed Constraint Optimization Problems (DCOPs) are an important framework for modeling coordinated decision-making problems in multi-agent systems with a set of discrete vari…