Sebban, Marc

1. A Survey on Metric Learning for Feature Vectors and Structured Data
   2013/06/28 by Aurélien Bellet, Amaury Habrard, Bellet, Aurélien +3 · 37 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies
2. Theoretical Analysis of Domain Adaptation with Optimal Transport
   2016/10/14 by Ievgen Redko, Amaury Habrard, Redko, Ievgen +3 · 8 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Face recognition and analysis #Stochastic Gradient Optimization Techniques
3. A survey on domain adaptation theory: learning bounds and theoretical guarantees
   2020/04/24 by Ievgen Redko, Emilie Morvant, Redko, Ievgen +7 · 7 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Subspace Alignment For Domain Adaptation
   2014/09/18 by Basura Fernando, Fernando, Basura, Amaury Habrard +5 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Respiratory viral infections research
5. Lipschitz Continuity of Mahalanobis Distances and Bilinear Forms
   2016/04/04 by Zantedeschi, Valentina, Emonet, Rémi, Sebban, Marc · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
6. Metric Learning from Imbalanced Data
   2019/09/04 by Léo Gautheron, Emilie Morvant, Gautheron, Léo +5 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Face and Expression Recognition #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Vehicle License Plate Recognition
7. Unrolled-SINDy: A Stable Explicit Method for Non linear PDE Discovery from Sparsely Sampled Data
   2025/10/21 by Banna, Fayad Ali, Caradot, Antoine, Brandao, Eduardo +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Photonic Learning in Ultrafast Laser-Induced Complexity
   2025/06/30 by Fayad Ali Banna, Banna, Fayad Ali, Eduardo Brandão +9 · 1 citation
   Engineering · Computer Science · #Photonic and Optical Devices #Neural Networks and Reservoir Computing