Classification under strategic adversary manipulation using pessimistic bilevel optimisation

Authors: Benfield, David, Coniglio, Stefano, Kunc, Martin, Vuong, Phan Tu, Zemkoho, Alain

Subject Terms: Computer Science - Machine Learning, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2410.20284

DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions

Authors: Fiorini, Stefano, Bovolenta, Giulia M., Coniglio, Stefano, Ciavotta, Michele, Morerio, Pietro, Parrinello, Michele, Del Bue, Alessio

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2410.06969

Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs

Authors: Fiorini, Stefano, Coniglio, Stefano, Ciavotta, Michele, Messina, Enza

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2312.17361

Bridging theory and practice: Efficiently solving the unit commitment problem in production cost models

Authors: Bunnak, Phumthep ^{a, ⁎}, Coniglio, Stefano ^b, Galelli, Stefano ^a

Source: In Energy 1 May 2025 322

SigMaNet: One Laplacian to Rule Them All

Authors: Fiorini, Stefano, Coniglio, Stefano, Ciavotta, Michele, Messina, Enza

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2205.13459

Using artificial intelligence and deep learning to optimise the selection of adult congenital heart disease patients in S-ICD screening

Authors: ElRefai, Mohamed, Abouelasaad, Mohamed, Conibear, Isobel, Wiles, Benedict M., Dunn, Anthony J., Coniglio, Stefano, Zemkoho, Alain B., Morgan, John, Roberts, Paul R.

Source: In Indian Pacing and Electrophysiology Journal July-August 2024 24(4):192-199

A Unified Framework for Multistage and Multilevel Mixed Integer Linear Optimization

Authors: Bolusani, Suresh, Coniglio, Stefano, Ralphs, Ted. K., Tahernejad, Sahar

Source: Bilevel optimization: advances and next challenges, S. Dempe and A. Zemkoho, Eds., Springer, 2020, p. 513-560

Subject Terms: Mathematics - Optimization and Control, Computer Science - Computer Science and Game Theory, 90C26, 90C15, 91A68

Access URL: http://arxiv.org/abs/2104.09003

Deep learning methods for screening patients' S-ICD implantation eligibility

Authors: Dunn, Anthony J., ElRefai, Mohamed H., Roberts, Paul R., Coniglio, Stefano, Wiles, Benedict M., Zemkoho, Alain B.

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2103.06021

Energy storage operation and electricity market design: On the market power of monopolistic storage operators

Authors: Bjørndal, Endre, Bjørndal, Mette Helene, Coniglio, Stefano, Körner, Marc-Fabian, Leinauer, Christina, Weibelzahl, Martin

Source: European journal of operational research. 307(2):887-909

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100180117670.0x000001&indx=1&recIds=ETOCvdc_100180117670.0x000001

Infrequent adverse event prediction in low carbon energy production using machine learning

Authors: Coniglio, Stefano, Dunn, Anthony J., Zemkoho, Alain B.

Subject Terms: Computer Science - Machine Learning, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2001.06916

Bayesian Persuasion with Sequential Games

Authors: Celli, Andrea, Coniglio, Stefano, Gatti, Nicola

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computer Science and Game Theory

Access URL: http://arxiv.org/abs/1908.00877

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Computing Optimal Coarse Correlated Equilibria in Sequential Games

Authors: Celli, Andrea, Coniglio, Stefano, Gatti, Nicola

Subject Terms: Computer Science - Computer Science and Game Theory, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/1901.06221

Leadership in Singleton Congestion Games: What is Hard and What is Easy

Authors: Castiglioni, Matteo, Marchesi, Alberto, Gatti, Nicola, Coniglio, Stefano

Subject Terms: Computer Science - Computer Science and Game Theory

Access URL: http://arxiv.org/abs/1808.10209

Computing a Pessimistic Leader-Follower Equilibrium with Multiple Followers: the Mixed-Pure Case

Authors: Coniglio, Stefano, Gatti, Nicola, Marchesi, Alberto

Subject Terms: Computer Science - Computer Science and Game Theory

Access URL: http://arxiv.org/abs/1808.01438

Optimizing over the Closure of Rank Inequalities with a Small Right-Hand Side for the Maximum Stable Set Problem via Bilevel Programming

Authors: Coniglio, Stefano, Gualandi, Stefano

Source: INFORMS journal on computing. 34(2):1006-1023

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN629098791&indx=1&recIds=ETOCRN629098791

Methods for finding leader--follower equilibria with multiple followers

Authors: Basilico, Nicola, Coniglio, Stefano, Gatti, Nicola

Subject Terms: Computer Science - Computer Science and Game Theory, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/1707.02174

Energy-aware traffic engineering with elastic demands and MMF bandwidth allocation

Authors: Amaldi, Edoardo, Capone, Antonio, Coniglio, Stefano, Gianoli, Luca G.

Source: 2013 IEEE 18th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2013 IEEE 18th International Workshop on. :169-174 Sep, 2013

Relation: 2013 IEEE 18th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)

Network Optimization Problems Subject to Max-Min Fair Flow Allocation

Authors: Amaldi, Edoardo, Capone, Antonio, Coniglio, Stefano, Gianoli, Luca G.

Source: IEEE Communications Letters IEEE Commun. Lett. Communications Letters, IEEE. 17(7):1463-1466 Jul, 2013

Deep learning and hyperparameter optimization for assessing one's eligibility for a subcutaneous implantable cardioverter-defibrillator.

Authors: Dunn, Anthony J.¹, Coniglio, Stefano², stefano.coniglio@unibg.it, ElRefai, Mohamed³, Roberts, Paul R.³, Wiles, Benedict M.^4,5, Zemkoho, Alain B.⁶

Source: Annals of Operations Research; Sep2023, Vol. 328 Issue 1, p309-335, 27p