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01/26/2023
Neural networks learn to magnify areas near decision boundaries
We study how training molds the Riemannian geometry induced by neural ne...
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10/31/2022
The Numerical Stability of Hyperbolic Representation Learning
Given the exponential growth of the volume of the ball w.r.t. its radius...
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07/26/2022
Approximation Algorithms for Scheduling under Non-Uniform Machine-Dependent Delays
We consider the problem of scheduling precedence-constrained jobs on het...
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04/04/2021
Learning Image Aesthetic Assessment from Object-level Visual Components
As it is said by Van Gogh, great things are done by a series of small th...
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05/21/2019
