Laura Palagi

Orcid: 0000-0002-9496-6097

According to our database1, Laura Palagi authored at least 42 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Margin optimal classification trees.
Comput. Oper. Res., January, 2024

Benders decomposition for congested partial set covering location with uncertain demand.
CoRR, 2024

2023
A compact formulation for the base station deployment problem in wireless networks.
Networks, July, 2023

A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1.
CoRR, 2023

Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1.
CoRR, 2023

Unboxing Tree Ensembles for interpretability: a hierarchical visualization tool and a multivariate optimal re-built tree.
CoRR, 2023

2022
Convergence under Lipschitz smoothness of ease-controlled Random Reshuffling gradient Algorithms.
CoRR, 2022

A Computational Study on the Site and Power Assignment Problem in Wireless Networks.
CoRR, 2022

Solving the vehicle routing problem with deep reinforcement learning.
CoRR, 2022

AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes.
CoRR, 2022

2021
On the convergence of a Block-Coordinate Incremental Gradient method.
Soft Comput., 2021

An Integer Black-Box Optimization Model for Repairable Spare Parts Management.
Int. J. Inf. Syst. Supply Chain Manag., 2021

2020
Block layer decomposition schemes for training deep neural networks.
J. Glob. Optim., 2020

Branching with hyperplanes in the criterion space: The frontier partitioner algorithm for biobjective integer programming.
Eur. J. Oper. Res., 2020

2019
Global optimization issues in deep network regression: an overview.
J. Glob. Optim., 2019

Case - Production and Distribution Optimization of Beach Equipment for the Marinero Company.
INFORMS Trans. Educ., 2019

Case Article - Production and Distribution Optimization of Beach Equipment for the Marinero Company.
INFORMS Trans. Educ., 2019

Swlda Offers a Valuable Trade-off between interpretability and accuracy for rehabilitative BCIs.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

2018
Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training.
Comput. Optim. Appl., 2018

2017
One-Way Free Floating Car-Sharing: Applying Vehicle-Generated Data to Assess the Market Demand Potential of Urban Zones.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

2015
A fast branch-and-bound algorithm for non-convex quadratic integer optimization subject to linear constraints using ellipsoidal relaxations.
Oper. Res. Lett., 2015

Foreword.
Optim. Methods Softw., 2015

Using SVM to combine global heuristics for the Standard Quadratic Problem.
Eur. J. Oper. Res., 2015

A QoE-aware dynamic bandwidth allocation algorithm based on game theory.
Proceedings of the 23rd Mediterranean Conference on Control and Automation, 2015

Profiled QoE based network controller.
Proceedings of the 23rd Mediterranean Conference on Control and Automation, 2015

2013
An Exact Algorithm for Nonconvex Quadratic Integer Minimization Using Ellipsoidal Relaxations.
SIAM J. Optim., 2013

2012
SpeeDP: an algorithm to compute SDP bounds for very large Max-Cut instances.
Math. Program., 2012

2011
On the convergence of a Jacobi-type algorithm for singly linearly-constrained problems subject to simple bounds.
Optim. Lett., 2011

An unconstrained minimization method for solving low-rank SDP relaxations of the maxcut problem.
Math. Program., 2011

2010
A truncated Newton method in an augmented Lagrangian framework for nonlinear programming.
Comput. Optim. Appl., 2010

2009
Large Scale Trust Region Problems.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

A Convergent Hybrid Decomposition Algorithm Model for SVM Training.
IEEE Trans. Neural Networks, 2009

Necessary and sufficient global optimality conditions for NLP reformulations of linear SDP problems.
J. Glob. Optim., 2009

2007
A convergent decomposition algorithm for support vector machines.
Comput. Optim. Appl., 2007

2005
On the convergence of a modified version of SVM<sup><i>light</i></sup> algorithm.
Optim. Methods Softw., 2005

Convergence to Second-Order Stationary Points of a Primal-Dual Algorithm Model for Nonlinear Programming.
Math. Oper. Res., 2005

Quartic Formulation of Standard Quadratic Optimization Problems.
J. Glob. Optim., 2005

2003
An Exact Augmented Lagrangian Function for Nonlinear Programming with Two-Sided Constraints.
Comput. Optim. Appl., 2003

2002
A Truncated Newton Algorithm for Large Scale Box Constrained Optimization.
SIAM J. Optim., 2002

1999
A Mathematical Programming Approach for the Solution of the Railway Yield Management Problem.
Transp. Sci., 1999

A Shifted-Barrier Primal-Dual Algorithm Model for Linearly Constrained Optimization Problems.
Comput. Optim. Appl., 1999

1998
On Some Properties of Quadratic Programs with a Convex Quadratic Constraint.
SIAM J. Optim., 1998


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