The cost of fairness in classification May 25, 2017 Classification Fairness
— Unverified Unsupervised Feature Learning for Writer Identification and Writer Retrieval May 25, 2017 Classification Clustering
— Unverified An experimental study of graph-based semi-supervised classification with additional node information May 24, 2017 Classification General Classification
— Unverified Open-Category Classification by Adversarial Sample Generation May 24, 2017 Classification General Classification
— Unverified Classification of Aerial Photogrammetric 3D Point Clouds May 23, 2017 Classification General Classification
— Unverified Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification May 23, 2017 Classification General Classification
Code Code Available Selective Classification for Deep Neural Networks May 23, 2017 Classification General Classification
— Unverified Patchnet: Interpretable Neural Networks for Image Classification May 23, 2017 BIG-bench Machine Learning Classification
— Unverified Semantic Softmax Loss for Zero-Shot Learning May 22, 2017 Classification General Classification
— Unverified View-Invariant Recognition of Action Style Self-Dissimilarity May 22, 2017 Classification General Classification
— Unverified Classification Using Proximity Catch Digraphs (Technical Report) May 22, 2017 Classification General Classification
— Unverified Learning from Complementary Labels May 22, 2017 Classification General Classification
Code Code Available Pairwise Confusion for Fine-Grained Visual Classification May 22, 2017 Classification Fine-Grained Image Classification
Code Code Available Calibrating Black Box Classification Models through the Thresholding Method May 20, 2017 Classification General Classification
— Unverified Classification revisited: a web of knowledge May 19, 2017 Classification General Classification
— Unverified Faceted classification: management and use May 19, 2017 Classification General Classification
— Unverified MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense May 19, 2017 Classification General Classification
Code Code Available Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification May 19, 2017 Binary Classification Classification
— Unverified Maximum Margin Principal Components May 17, 2017 Classification Dimensionality Reduction
— Unverified Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research May 17, 2017 Articles Classification
— Unverified Multiobjective Programming for Type-2 Hierarchical Fuzzy Inference Trees May 16, 2017 Classification feature selection
Code Code Available Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming May 16, 2017 Classification Diversity
Code Code Available Unimodal probability distributions for deep ordinal classification May 15, 2017 Classification General Classification
— Unverified Using Titles vs. Full-text as Source for Automated Semantic Document Annotation May 15, 2017 Articles Classification
Code Code Available Machine learning methods for multimedia information retrieval May 14, 2017 BIG-bench Machine Learning Classification
— Unverified Comparison of Decision Tree Based Classification Strategies to Detect External Chemical Stimuli from Raw and Filtered Plant Electrical Response May 13, 2017 Classification General Classification
— Unverified Revisiting IM2GPS in the Deep Learning Era May 13, 2017 Classification Deep Learning
— Unverified A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets May 11, 2017 Action Classification Classification
— Unverified Object-Level Context Modeling For Scene Classification with Context-CNN May 11, 2017 Classification General Classification
— Unverified Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images May 10, 2017 Binary Classification Classification
— Unverified Cross-label Suppression: A Discriminative and Fast Dictionary Learning with Group Regularization May 8, 2017 Classification Computational Efficiency
— Unverified Classification and Representation via Separable Subspaces: Performance Limits and Algorithms May 7, 2017 Classification Dictionary Learning
— Unverified Deep Patch Learning for Weakly Supervised Object Classification and Discovery May 6, 2017 Classification General Classification
Code Code Available Sparse Representation-based Open Set Recognition May 6, 2017 Classification General Classification
Code Code Available DeepCorrect: Correcting DNN models against Image Distortions May 5, 2017 Classification General Classification
Code Code Available Cross-lingual Distillation for Text Classification May 5, 2017 Classification General Classification
Code Code Available On the effectiveness of feature set augmentation using clusters of word embeddings May 3, 2017 Classification Feature Engineering
— Unverified Deep Learning for Tumor Classification in Imaging Mass Spectrometry May 2, 2017 Classification Deep Learning
— Unverified Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network May 1, 2017 Classification General Classification
Code Code Available Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification Apr 30, 2017 Classification Dictionary Learning
— Unverified Scalable Twin Neural Networks for Classification of Unbalanced Data Apr 30, 2017 Classification General Classification
Code Code Available Derivation of a novel efficient supervised learning algorithm from cortical-subcortical loops Apr 28, 2017 Classification
— Unverified Fourier-based classification of protein secondary structures Apr 28, 2017 Classification
— Unverified Deep Multi-view Models for Glitch Classification Apr 28, 2017 Classification General Classification
— Unverified A Network Perspective on Stratification of Multi-Label Data Apr 27, 2017 Classification Community Detection
— Unverified Deep Text Classification Can be Fooled Apr 26, 2017 Classification General Classification
— Unverified FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification Apr 25, 2017 Classification General Classification
— Unverified Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models Apr 25, 2017 Change Point Detection Classification
— Unverified Decision Stream: Cultivating Deep Decision Trees Apr 25, 2017 Classification feature selection
Code Code Available Introspective Classification with Convolutional Nets Apr 25, 2017 Classification General Classification
— Unverified 