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cs.LG2025
Bayesian Influence Functions for Hessian-Free Data Attribution
Philipp Alexander Kreer, Wilson Wu, Maxwell Adam +2
Classical influence functions face significant challenges when applied to deep neural networks, primarily due to non-invertible Hessians and high-dimensional parameter spaces. We p…
math.FA2025
C*-like modules and matrix -operator norms
Alessandra Calin, Ian Cartwright, Luke Coffman +5
We present a generalization of Hölder duality to algebra-valued pairings via -modules. Hölder duality states that if and are conjugate exponen…