1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2026
Guarded Block Transfers for Polytope Distance: Linear Convergence with Explicit Constants and Gap-Certified Screening for SVM Training
Mayank Gupta
Hard-margin SVM training is the distance problem between two convex hulls, which the Triangle Algorithm (TA) solves with a certified duality gap. We propose \emph{guarded block tra…
physics.ao-ph2022
Global Estimates of Spatially Distributed Surface Energy Fluxes using Thermodynamic Principles
Mayank Gupta, Martin Wild, Subimal Ghosh
Limited surface observations of turbulent heat fluxes result in incomplete knowledge about the surface energy balance that drives the climate system. Here, we developed a novel, pu…
cs.CG2016★ 1 cited
A Comparison of the Triangle Algorithm and SMO for Solving the Hard Margin Problem
Mayank Gupta, Bahman Kalantari
In this article we consider the problem of testing, for two finite sets of points in the Euclidean space, if their convex hulls are disjoint and computing an optimal supporting hyp…