Assessing Uncertainty in Similarity Scoring: Performance & Fairness in
Face RecognitionInternational Conference on Learning Representations (ICLR), 2022 |
A New Similarity Space Tailored for Supervised Deep Metric LearningACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020 |
Pairwise Supervision Can Provably Elicit a Decision BoundaryInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |
Metric Learning from Imbalanced DataIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2019 |
On Tree-based Methods for Similarity LearningInternational Conference on Machine Learning, Optimization, and Data Science (MOD), 2019 |