2 citations · 2 across the 2 of their papers we have counts for
3 papers
Lattice Size in Higher Dimension
Abdulrahman Alajmi, Sayok Chakravarty, Zachary Kaplan +1
The lattice size of a lattice polytope is a geometric invariant which was formally introduced in the context of simplification of the defining equation of an algebraic curve, but a…
Variational Characterizations of Local Entropy and Heat Regularization in Deep Learning
Nicolas Garcia Trillos, Zach Kaplan, Daniel Sanz-Alonso
The aim of this paper is to provide new theoretical and computational understanding on two loss regularizations employed in deep learning, known as local entropy and heat regulariz…
On the Consistency of Graph-based Bayesian Learning and the Scalability of Sampling Algorithms
Nicolas Garcia Trillos, Zachary Kaplan, Thabo Samakhoana +1
A popular approach to semi-supervised learning proceeds by endowing the input data with a graph structure in order to extract geometric information and incorporate it into a Bayesi…