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cs.LG2025
Wasserstein Regression as a Variational Approximation of Probabilistic Trajectories through the Bernstein Basis
Maksim Maslov, Alexander Kugaevskikh, Matthew Ivanov
This paper considers the problem of regression over distributions, which is becoming increasingly important in machine learning. Existing approaches often ignore the geometry of th…
math.FA2025
Subdifferential determination of a primal lower regular function on a Banach space
M. Ivanov, M. Konstantinov, N. Zlateva
We generalize to Banach space Thibault-Zagrodny Theorem that if and are primal lower regular functions and locally, then and locally diffe…