Basil Saeed

activity

20232026

most citedUniversality of max-margin classifiers

2 citations · 2 across the 4 of their papers we have counts for

collaborators

Showing math.STShow all

2 papers · 1 filter

math.ST2026

Topological trivialization in non-convex empirical risk minimization

Andrea Montanari, Basil Saeed

Given data ${(x_{i}, y_{i}) : i \leq n}$ , with $x_{i}$ standard $d$ -dimensional Gaussian feature vectors, and $y_{i} \in R$ response variables, we study t…

math.ST2023★ 2 cited

Universality of max-margin classifiers

Andrea Montanari, Feng Ruan, Basil Saeed +1

Maximum margin binary classification is one of the most fundamental algorithms in machine learning, yet the role of featurization maps and the high-dimensional asymptotics of the m…