activity
20112026
most citedTowards Lower Bounds on the Depth of ReLU Neural Networks

4 citations · 6 across the 8 of their papers we have counts for

collaborators

11 papers

math.OC2026

Hardness of integer linear feasibility with cyclic support

Marco Di Summa

We prove that integer linear feasibility is strongly -complete even when the constraint matrix has exactly two nonzero entries in every row and column, with its support forming…

math.CO2026

The red-blue-yellow matching problem

Manuel Aprile, Marco Di Summa

We consider the red-blue-yellow matching problem: given two natural numbers , and a graph whose edges are colored red, blue or yellow, the goal is to find a matching…

math.OC2022

The role of rationality in integer-programming relaxations

Manuel Aprile, Gennadiy Averkov, Marco Di Summa +1

For a finite set that can be represented as for some polyhedron , we call a relaxation of and define the relaxation co…

cs.LG2021★ 4 cited

Towards Lower Bounds on the Depth of ReLU Neural Networks

Christoph Hertrich, Amitabh Basu, Marco Di Summa +1

We contribute to a better understanding of the class of functions that can be represented by a neural network with ReLU activations and a given architecture. Using techniques from…

math.OC2017

Optimal cutting planes from the group relaxations

Amitabh Basu, Michele Conforti, Marco Di Summa +1

We study quantitative criteria for evaluating the strength of valid inequalities for Gomory and Johnson's finite and infinite group models and we describe the valid inequalities th…

math.OC2017

Extreme functions with an arbitrary number of slopes

Amitabh Basu, Michele Conforti, Marco Di Summa +1

For the one dimensional infinite group relaxation, we construct a sequence of extreme valid functions that are piecewise linear and such that for every natural number , th…

math.OC2016

The structure of the infinite models in integer programming

Amitabh Basu, Michele Conforti, Marco Di Summa +1

The infinite models in integer programming can be described as the convex hull of some points or as the intersection of halfspaces derived from valid functions. In this paper we st…

math.OC2014

Reverse Split Rank

Michele Conforti, Alberto Del Pia, Marco Di Summa +1

The reverse split rank of an integral polyhedron P is defined as the supremum of the split ranks of all rational polyhedra whose integer hull is P. Already in R^3 there exist polyh…

cs.CG2014

On largest volume simplices and sub-determinants

Marco Di Summa, Friedrich Eisenbrand, Yuri Faenza +1

We show that the problem of finding the simplex of largest volume in the convex hull of points in can be approximated with a factor of in polyn…

math.OC2012★ 2 cited

Reverse Chvátal-Gomory rank

Michele Conforti, Alberto Del Pia, Marco Di Summa +2

We introduce the reverse Chvátal-Gomory rank r*(P) of an integral polyhedron P, defined as the supremum of the Chvátal-Gomory ranks of all rational polyhedra whose integer hull is…

math.CO2011

On sub-determinants and the diameter of polyhedra

Nicolas Bonifas, Marco Di Summa, Friedrich Eisenbrand +2

We derive a new upper bound on the diameter of a polyhedron P = {x \in R^n : Ax <= b}, where A \in Z^{m\timesn}. The bound is polynomial in n and the largest absolute value of a su…