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20182020
most citedWide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures

10 citations · 15 across the 2 of their papers we have counts for

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Showing 2018Show all

5 papers · 1 filter

cond-mat.dis-nn2018

Average optimal cost for the Euclidean TSP in one dimension

Sergio Caracciolo, Andrea Di Gioacchino, Enrico M. Malatesta +1

The traveling-salesman problem is one of the most studied combinatorial optimization problems, because of the simplicity in its statement and the difficulty in its solution. We stu…

cond-mat.dis-nn2018

Selberg integrals in 1D random Euclidean optimization problems

Sergio Caracciolo, Andrea Di Gioacchino, Enrico M. Malatesta +1

We consider a set of Euclidean optimization problems in one dimension, where the cost function associated to the couple of points and is the Euclidean distance between them…

cond-mat.dis-nn2018

Exact value for the average optimal cost of bipartite traveling-salesman and 2-factor problems in two dimensions

Riccardo Capelli, Sergio Caracciolo, Andrea Di Gioacchino +1

We show that the average cost for the traveling-salesman problem in two dimensions, which is the archetypal problem in combinatorial optimization, in the bipartite case, is simply…

cond-mat.dis-nn2018

Plastic number and possible optimal solutions for an Euclidean 2-matching in one dimension

Sergio Caracciolo, Andrea Di Gioacchino, Enrico M. Malatesta

In this work we consider the problem of finding the minimum-weight loop cover of an undirected graph. This combinatorial optimization problem is called 2-matching and can be seen a…

cond-mat.dis-nn2018

The Random Fractional Matching Problem

Carlo Lucibello, Enrico M. Malatesta, Giorgio Parisi +1

We consider two formulations of the random-link fractional matching problem, a relaxed version of the more standard random-link (integer) matching problem. In one formulation, we a…