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Supervised Learning with Evolving Tasks and Performance Guarantees

Álvarez, V.; Mazuelas, S.; Lozano, J.A. (2025-01-09)

Multiple supervised learning scenarios are composed by a sequence of classification tasks. For instance, multi-task learning and continual learning aim to learn a sequence of tasks that is either fixed or grows over time. Ex...

Topology of Empirical Models

Imtiyaz, S.; Rodrigues, S. (2025-01-14)

Abramsky and Branderburger put forth a sheaf based interpretation of non-locality and contextuality as obstructions in inter-knitting local sections together to form a compatible global section. The synergistic interaction o...

Effective Velocity and $L^\infty$-based Well-Posedness for Incompressible Fluids with Odd Viscosity

Fanelli, F.; Vasseur, A.F. (2025-01-01)

The present paper is concerned with the well-posedness theory for non-homogeneous incompressible fluids exhibiting odd (non-dissipative) viscosity effects. Differently from previous works, we consider here the full odd visc...

Thermally driven fluid convection in the incompressible limit regime

Fanelli, F.; Feireisl, E. (2024-01-01)

We consider a scaled Navier–Stokes–Fourier system describing the motion of a compressible, heat-conducting, viscous fluid driven by inhomogeneous boundary temperature distribution together with the gravitational force of a m...