1 citations · 1 across the 2 of their papers we have counts for
3 papers
math.OC2026
Block coordinate descent for joint delay-energy optimization in multi-hop D2D networks
Kai-Xiang Hu, Jacek Gondzio, Caixia Kou
In multi-hop device-to-device (D2D) networks, the optimization of network-level metrics is particularly difficult due to the tight coupling between network-layer routing and physic…
math.OC2025
A column generation approach to exact experimental design
Selin Ahipasaoglu, Stefano Cipolla, Jacek Gondzio
In this work, we address the exact D-optimal experimental design problem by proposing an efficient algorithm that rapidly identifies the support of its continuous relaxation. Our m…
cs.LG2021★ 1 cited
Training very large scale nonlinear SVMs using Alternating Direction Method of Multipliers coupled with the Hierarchically Semi-Separable kernel approximations
S. Cipolla, J. Gondzio
Typically, nonlinear Support Vector Machines (SVMs) produce significantly higher classification quality when compared to linear ones but, at the same time, their computational comp…