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Eduardo Fernandes Montesuma

Observed names: Eduardo F. Montesuma, Eduardo Montesuma, Fernandes Montesuma, Eduardo, Montesuma, Eduardo, Montesuma, Eduardo Fernandes
Observed institutions: Centre National de la Recherche Scientifique, Universidade Federal do Ceará, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Université Paris-Saclay, CEA Paris-Saclay - Etablissement de Saclay, Institut National des Sciences Appliquées de Rennes, Laboratoire d'Intégration des Systèmes et des Technologies, Novartis (France), Institut d'Électronique et des Technologies du numéRique, Université de Rennes
ORCID: 0000-0003-3850-4602
Observed ORCID: 0000-0003-3850-4602
OpenAlex ID: A5042733938
Recent Advances in Optimal Transport for Machine Learning
2024 · Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 59
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Wasserstein Barycenter for Multi-Source Domain Adaptation
2021 · Eduardo Fernandes Montesuma, Fred Maurice Ngole Mboula · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 39
Cross-domain fault diagnosis through optimal transport for a CSTR process
2022 · Eduardo Fernandes Montesuma, Michela Mulas, et al. · IFAC-PapersOnLine · 12
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space
2023 · Eduardo Montesuma, Fred Maurice Ngole Mboula, et al. · Frontiers in artificial intelligence and applications · 11
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Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation
2024 · Fabiola Espinoza Castellon, Eduardo Fernandes Montesuma, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 7
Wasserstein Barycenter Transport for Acoustic Adaptation
2021 · Eduardo F. Montesuma, Fred-Maurice Ngole Mboula · IEEE International Conference on Acoustics Speech and Signal Processing · 7
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning
2024 · Eduardo Fernandes Montesuma, Fred Ngolè Mboula, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 6
Opendenoising: An Extensible Benchmark for Building Comparative Studies of Image Denoisers
2020 · Florian Lemarchand, Eduardo Fernandes Montesuma, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 6
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Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process
2026 · Eduardo Fernandes Montesuma, Michela Mulas, et al. · Communications in computer and information science · 5
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A Dimensionality Reduction Technique Based on the Gromov-Wasserstein Distance
2025 · Rafael Pereira Eufrazio, Eduardo Fernandes Montesuma, et al. · Lecture notes in computer science · 3
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Lighter, Better, Faster Multi-source Domain Adaptation with Gaussian Mixture Models and Optimal Transport
2024 · Eduardo Fernandes Montesuma, Fred Ngolè Mboula, et al. · Lecture notes in computer science · 2
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An Empirical Study of Information Retrieval and Machine Reading Comprehension Algorithms for an Online Education Platform
2021 · Eduardo F. Montesuma, Lucas C. Carneiro, et al. · Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL) · 2
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Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation
2024 · Montesuma, Eduardo Fernandes, Castellon, Fabiola Espinoza, et al. · arXiv (Cornell University) · 1
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Gromov-Wasserstein Distillation for Inductive Multi-View Embedding
2026 · Eufrazio, Rafael Pereira, Montesuma, Eduardo Fernandes, et al. · arXiv (Cornell University)
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Towards Universal Wasserstein Barycenters through Flow Matching
2026 · Montesuma, Eduardo Fernandes · arXiv (Cornell University)
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Multi-Domain Clustering via Measure Quantization
2026 · Eufrazio, Rafael Pereira, Montesuma, Eduardo Fernandes, et al. · arXiv (Cornell University)
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Multi-source Domain Adaptation for Cross-domain Fault Diagnosis of Chemical Processes
2026 · Fernandes Montesuma, Eduardo, Mulas, Michela, et al. · HAL
Nonlinear dimensionality reduction through optimal transport between incomparable spaces
2026 · Rafael Pereira Eufrazio, Eduardo Fernandes Montesuma, et al. · Information Geometry
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DeFed-GMM-DaDiL: A Decentralized Federated Framework for Domain Adaptation
2026 · Clain, Rebecca, Montesuma, Eduardo Fernandes, et al. · arXiv (Cornell University)
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Structure-Preserving Multi-View Embedding Using Gromov-Wasserstein Optimal Transport
2026 · Eufrazio, Rafael Pereira, Montesuma, Eduardo Fernandes, et al. · arXiv (Cornell University)
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Gromov-Wasserstein Methods for Multi-View Relational Embedding and Clustering
2026 · Rafael Pereira Eufrazio, Eduardo Fernandes Montesuma, et al. · Anais de XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
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ReBaPL: Repulsive Bayesian Prompt Learning
2025 · Bendou, Yassir, Ezzahir, Omar, et al. · arXiv (Cornell University)
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KD$$^{2}$$M: A Unifying Framework for Feature Knowledge Distillation
2025 · Eduardo Fernandes Montesuma · Lecture notes in computer science
Wasserstein Gradient Flows for Scalable and Regularized Barycenter Computation
2025 · Montesuma, Eduardo Fernandes, Bendou, Yassir, et al. · arXiv (Cornell University)
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Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation
2025 · Rebecca Clain, Eduardo Fernandes Montesuma, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
Works count: 42
Citation count: 160
H-index: 6
I10-index: 4
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