613 citations
- Leiden UniversityNL166 papers
- Max Planck Institute for AstronomyDE21 papers
- Centre National de la Recherche ScientifiqueFR18 papers
- Space Research Organisation NetherlandsNL18 papers
- European Southern ObservatoryCL17 papers
- University College LondonGB17 papers
- Université Paris CitéFR15 papers
- University of GroningenNL13 papers
- Instituto de Astrofísica de CanariasES12 papers
- Center for Astrophysics Harvard & SmithsonianUS11 papers
- Royal ObservatoryGB11 papers
- University of AmsterdamNL11 papers
8 papers · 1 filter
Automatic Configuration of Deep Neural Networks with EGO
Bas van Stein, Hao Wang, Thomas Bäck
Designing the architecture for an artificial neural network is a cumbersome task because of the numerous parameters to configure, including activation functions, layer types, and h…
A New Approach to Privacy-Preserving Clinical Decision Support Systems
Thomas Attema, Emiliano Mancini, Gabriele Spini +9
Background: Clinical decision support systems (CDSS) are a category of health information technologies that can assist clinicians to choose optimal treatments. These support system…
Topological Regard to Graphene: Elucidating the Morphology-Strain Correlation
Hadi Arjmandi-Tash, Alexander Kloosterman, Gregory F. Schneider
Graphene, dubbed as a two-dimensional material represents the topological concept of "surface" embedded in a three-dimensional space. This regard enables to employ existing theorie…
Stochastic Constraint Optimization using Propagation on Ordered Binary Decision Diagrams
Anna L. D. Latour, Behrouz Babaki, Siegfried Nijssen
A number of problems in relational Artificial Intelligence can be viewed as Stochastic Constraint Optimization Problems (SCOPs). These are constraint optimization problems that inv…
A0C: Alpha Zero in Continuous Action Space
Thomas M. Moerland, Joost Broekens, Aske Plaat +1
A core novelty of Alpha Zero is the interleaving of tree search and deep learning, which has proven very successful in board games like Chess, Shogi and Go. These games have a disc…
Monte Carlo Tree Search for Asymmetric Trees
Thomas M. Moerland, Joost Broekens, Aske Plaat +1
We present an extension of Monte Carlo Tree Search (MCTS) that strongly increases its efficiency for trees with asymmetry and/or loops. Asymmetric termination of search trees intro…