45 citations · 206 across the 37 of their papers we have counts for
5 papers · 1 filter
A Smooth Double Proximal Primal-Dual Algorithm for a Class of Distributed Nonsmooth Optimization Problem
Yue Wei, Hao Fang, Xianlin Zeng +2
This technical note studies a class of distributed nonsmooth convex consensus optimization problem. The cost function is a summation of local cost functions which are convex but no…
On the complexity of quasiconvex integer minimization problem
A. Yu. Chirkov, D. V. Gribanov, D. S. Malyshev +3
In this paper, we consider the class of quasiconvex functions and its proper subclass of conic functions. The integer minimization problem of these functions is considered in the p…
Assessing diversity in multiplex networks
L. C. Carpi, T. A. Schieber, P. M. Pardalos +4
Diversity, understood as the variety of different elements or configurations that an extensive system has, is a crucial property that allows maintaining the system's functionality…
Extended Vertical Lists for Temporal Pattern Mining from Multivariate Time Series
Anton Kocheturov, Petar Momcilovic, Azra Bihorac +1
Temporal Pattern Mining (TPM) is the problem of mining predictive complex temporal patterns from multivariate time series in a supervised setting. We develop a new method called th…
Machine Learning Methods for Data Association in Multi-Object Tracking
Patrick Emami, Panos M. Pardalos, Lily Elefteriadou +1
Data association is a key step within the multi-object tracking pipeline that is notoriously challenging due to its combinatorial nature. A popular and general way to formulate dat…