mahalanobis distance

Individual Fairness Guarantees for Neural Networks IJCAI 2022 Contrastive Out-of-Distribution Detection for Pretrained Transformers EMNLP 2021 Covariance-Aware Private Mean Estimation Without Private Covariance Estimation NeurIPS 2021 Measuring Biases of Word Embeddings: What Similarity Measures and Descriptive Statistics to Use? NAACL 2021 Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection NeurIPS 2021 Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021 SSD: A Unified Framework for Self-Supervised Outlier Detection ICLR 2021 A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space COLING 2020 A Differentially Private Text Perturbation Method Using Regularized Mahalanobis Metric EMNLP 2020 DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization IJCAI 2020 Few-Shot Open-Set Recognition Using Meta-Learning CVPR 2020 Improved Few-Shot Visual Classification CVPR 2020 Metric Learning in Optimal Transport for Domain Adaptation IJCAI 2020 On Mahalanobis Distance in Functional Settings JMLR 2020 Provably Robust Metric Learning NeurIPS 2020 Simultaneous Preference and Metric Learning from Paired Comparisons NeurIPS 2020 A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations CVPR 2019 Learning Distance for Sequences by Learning a Ground Metric ICML 2019 Learning Robust Distance Metric with Side Information via Ratio Minimization of Orthogonally Constrained L21-Norm Distances IJCAI 2019 A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks NeurIPS 2018 Bilevel Distance Metric Learning for Robust Image Recognition NeurIPS 2018 Measuring sentence parallelism using Mahalanobis distances: The NRC unsupervised submissions to the WMT18 Parallel Corpus Filtering shared task EMNLP 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018 Learning Mahalanobis Distance Metric: Considering Instance Disturbance Helps IJCAI 2017 Two dimensional Large Margin Nearest Neighbor for Matrix Classification IJCAI 2017