Robin Vogel

14 papers A* 1A 2B 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2021	A	`conf`	Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints. AISTATS Robin Vogel, Aurélien Bellet, Stéphan Clémençon
2021	J	`jnl`	Visual Recognition with Deep Learning from Biased Image Datasets. CoRR Robin Vogel, Stéphan Clémençon, Pierre Laforgue
2020	A	`conf`	A Multiclass Classification Approach to Label Ranking. AISTATS Robin Vogel, Stéphan Clémençon
2020	J	`jnl`	A Multiclass Classification Approach to Label Ranking. CoRR Stéphan Clémençon, Robin Vogel
2020	J	`jnl`	Learning Fair Scoring Functions: Fairness Definitions, Algorithms and Generalization Bounds for Bipartite Ranking. CoRR Robin Vogel, Aurélien Bellet, Stéphan Clémençon
2020	—	`—`	Ordonnancement par similarité pour la biométrie : théorie et pratique. (Similarity ranking for biometrics : theory and practice). Robin Vogel
2020	J	`jnl`	Weighted Empirical Risk Minimization: Sample Selection Bias Correction based on Importance Sampling. CoRR Robin Vogel, Mastane Achab, Stéphan Clémençon, Charles Tillier
2020	B	`conf`	Weighted Emprirical Risk Minimization: Transfer Learning based on Importance Sampling. ESANN Robin Vogel, Mastane Achab, Stéphan Clémençon, Charles Tillier
2019	—	`conf`	On Tree-Based Methods for Similarity Learning. LOD Stéphan Clémençon, Robin Vogel
2019	J	`jnl`	On Tree-based Methods for Similarity Learning. CoRR Stéphan Clémençon, Robin Vogel
2019	—	`conf`	Trade-Offs in Large-Scale Distributed Tuplewise Estimation And Learning. ECML/PKDD (2) Robin Vogel, Aurélien Bellet, Stéphan Clémençon, Ons Jelassi, Guillaume Papa
2019	J	`jnl`	Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning. CoRR Robin Vogel, Aurélien Bellet, Stéphan Clémençon, Ons Jelassi, Guillaume Papa
2018	A*	`conf`	A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization. ICML Robin Vogel, Aurélien Bellet, Stéphan Clémençon
2018	J	`jnl`	A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization. CoRR Robin Vogel, Aurélien Bellet, Stéphan Clémençon