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Consistency of Cheeger and Ratio Graph Cuts

Publications associées (32)

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In the field of choice modeling, the availability of ever-larger datasets has the potential to significantly expand our understanding of human behavior, but this prospect is limited by the poor scalability of discrete choice models (DCMs): as sample sizes ...

2023

Center-aware Adversarial Augmentation for Single Domain Generalization

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The NA62 experiment at CERN, designed to study the ultra-rare decay K+ -> pi(+) nu(nu) over bar, has also collected data in beam-dump mode. In this configuration, dark photons may be produced by protons dumped on an absorber and reach a decay volume beginn ...

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Fairness and Explainability in Clustering Problems

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In this thesis we present and analyze approximation algorithms for three different clustering problems. The formulations of these problems are motivated by fairness and explainability considerations, two issues that have recently received attention in the ...

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The recent geopolitical conflicts in Europe highlighted the sensibility of the current energy system to the volatility of energy carrier prices. In the prospect of defining robust energy system configurations to ensure energy supply stability, it is necess ...

2023

Consistency of Cheeger and Ratio Graph Cuts

Stochastic adaptive resampling for the estimation of discrete choice models

Center-aware Adversarial Augmentation for Single Domain Generalization

Search for dark photon decays to μ+μ- at NA62

Fairness and Explainability in Clustering Problems

Harmonization of multi-scanner in vivo magnetic resonance spectroscopy: ENIGMA consortium task group considerations

New dwarf galaxy candidates in the sphere of influence of the Sombrero galaxy

Abundance matching analysis of the emission-line galaxy sample in the extended Baryon Oscillation Spectroscopic Survey

Augmented Lagrangian Methods for Provable and Scalable Machine Learning

Identification of typical district configurations: A two-step global sensitivity analysis framework

Graph Chatbot

Stochastic adaptive resampling for the estimation of discrete choice models

Center-aware Adversarial Augmentation for Single Domain Generalization

Search for dark photon decays to μ+μ- at NA62

Fairness and Explainability in Clustering Problems

Harmonization of multi-scanner in vivo magnetic resonance spectroscopy: ENIGMA consortium task group considerations

New dwarf galaxy candidates in the sphere of influence of the Sombrero galaxy

Abundance matching analysis of the emission-line galaxy sample in the extended Baryon Oscillation Spectroscopic Survey

Augmented Lagrangian Methods for Provable and Scalable Machine Learning

Identification of typical district configurations: A two-step global sensitivity analysis framework

Preserved Corticospinal Tract Revealed by Acute Perfusion Imaging Relates to Better Outcome After Thrombectomy in Stroke

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