3 papers
stat.ML2025
Natural Variational Annealing for Multimodal Optimization
Tâm LeMinh, Julyan Arbel, Thomas Möllenhoff +2
We introduce a new multimodal optimization approach called Natural Variational Annealing (NVA) that combines the strengths of three foundational concepts to simultaneously search f…
math.PR2025
Characterization of the asymptotic behavior of -statistics on row-column exchangeable matrices
Tâm Le Minh
We consider -statistics on row-column exchangeable matrices, arrays invariant to separate permutations of rows and columns and common in bipartite data. Under the standard disso…
math.ST2025
Hoeffding-type decomposition for -statistics on bipartite networks
Tâm Le Minh, Sophie Donnet, François Massol +1
We consider a broad class of random bipartite networks, the distribution of which is invariant under permutation within each type of nodes. We are interested in -statistics defi…