- Accurate Learning of Graph Representations with Graph Multiset Pooling
2021/02/23 by Jinheon Baek, Baek, Jinheon, Minki Kang +3 · 12 citations
Computer Science · Mathematics · #Advanced Graph Neural Networks #Artificial intelligence #Combinatorics #Computer science #FOS: Computer and information sciences #Graph #Graph Theory and Algorithms #Graph property #Line graph #Machine Learning (cs.LG) #Mathematics #Multiset #Null graph #Pooling #Recommender Systems and Techniques #Theoretical computer science #Voltage graph #cs.LG
- A Comparison of Relaxations of Multiset Cannonical Correlation Analysis\n and Applications
2013/02/05 by Jan Rupnik, Rupnik, Jan, Primož Škraba +7 · 1 citation
Agricultural and Biological Sciences · Computer Science · Decision Sciences · Mathematics · #Algorithm #Animal Nutrition and Physiology #Blind Source Separation Techniques #Canonical correlation #Combinatorics #Computer science #FOS: Computer and information sciences #Face and Expression Recognition #Greedy algorithm #Kernel (algebra) #Machine Learning (cs.LG) #Mathematical optimization #Mathematics #Multi-Criteria Decision Making #Multiset #Quadratic growth #Regular polygon #Relaxation (psychology) #Semidefinite programming #Set (abstract data type) #Statistics #Variety (cybernetics) #cs.LG
- The Theory of Multidimensional Persistence
2009/04/23 by Gunnar Carlsson, Afra Zomorodian · 12 citations
Computer Science · Mathematics · #Algorithm #Betti number #Combinatorics #Discrete mathematics #Homotopy and Cohomology in Algebraic Topology #Invariant (physics) #Mathematical analysis #Mathematics #Multiset #Parameterized complexity #Persistent homology #Pure mathematics #Subspace topology #Topological and Geometric Data Analysis #Topology (electrical circuits)