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Robust classification

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TitleStatusHype
Label-Noise Robust Generative Adversarial NetworksCode0
Learning Robust Representations for Automatic Target Recognition—0
Functional Nonlinear Sparse Models—0
On the dissection of degenerate cosmologies with machine learning—0
Spontaneous Facial Expression Recognition using Sparse Representation—0
Finding Good Representations of Emotions for Text Classification—0
Optimal Clustering under Uncertainty—0
Weakly Supervised Coupled Networks for Visual Sentiment AnalysisCode0
Towards the first adversarially robust neural network model on MNISTCode0
Event-based Vision meets Deep Learning on Steering Prediction for Self-driving Cars—0
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object ClassificationCode0
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional ClassifierCode0
A Hilbert Space of Stationary Ergodic Processes—0
A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression dataCode0
Mapping distinct timescales of functional interactions among brain networks—0
A generalised framework for detailed classification of swimming paths inside the Morris Water MazeCode0
A Fast and Robust TSVM for Pattern ClassificationCode0
Decoding visemes: improving machine lipreading—0
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy LabelsCode0
On the use of convolutional neural networks for robust classification of multiple fingerprint captures—0
Robust Classification of Graph-Based Data—0
Robust training on approximated minimal-entropy set—0
Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification—0
Estimating the class prior and posterior from noisy positives and unlabeled data—0
Specialized Support Vector Machines for Open-set Recognition—0
Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values—0
Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices—0
A Supervised Low-Rank Method for Learning Invariant Subspaces—0
Robust Classification by Pre-conditioned LASSO and Transductive Diffusion Component Analysis—0
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial NetworksCode0
Learning to classify with possible sensor failures—0
Homotopy Continuation Approaches for Robust SV Classification and Regression—0
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets—0
Robust hyperspectral image classification with rejection fields—0
Fast Imbalanced Classification of Healthcare Data with Missing Values—0
A General Framework for Multi-focal Image Classification and Authentication: Application to Microscope Pollen Images—0
Regularization and Kernelization of the Maximin Correlation Approach—0
Robust Classification Under Sample Selection Bias—0
Ranking via Robust Binary Classification—0
Image Classification and Retrieval from User-Supplied Tags—0
Ranking via Robust Binary Classification and Parallel Parameter Estimation in Large-Scale Data—0
Cortical Surface Co-Registration based on MRI Images and Photos—0
Supervised Classification Using Sparse Fisher's LDA—0
Polynomial expansion of the binary classification functionCode0
Support Vector Machine Classification with Indefinite Kernels—0
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