| Tackling Multilabel Imbalance through Label Decoupling and Data Resampling Hybridization | Feb 14, 2018 | General Classification | —Unverified | 0 |
| Prophit: Causal inverse classification for multiple continuously valued treatment policies | Feb 14, 2018 | ClassificationGaussian Processes | —Unverified | 0 |
| Distributional Term Set Expansion | Feb 14, 2018 | Active LearningClassification | —Unverified | 0 |
| Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks | Feb 14, 2018 | Action ClassificationGeneral Classification | —Unverified | 0 |
| Classifying movie genres by analyzing text reviews | Feb 14, 2018 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Clustering and Semi-Supervised Classification for Clickstream Data via Mixture Models | Feb 13, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Fast Global Convergence via Landscape of Empirical Loss | Feb 13, 2018 | General Classification | —Unverified | 0 |
| Predict and Constrain: Modeling Cardinality in Deep Structured Prediction | Feb 13, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Texture Classification in Extreme Scale Variations using GANet | Feb 13, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Evaluation and Weighted Aggregation of Ranked Predictions | Feb 13, 2018 | Binary ClassificationEnsemble Learning | CodeCode Available | 0 |
| Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring | Feb 13, 2018 | General Classification | CodeCode Available | 0 |
| Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label Classification | Feb 12, 2018 | BIG-bench Machine LearningExtreme Multi-Label Classification | CodeCode Available | 0 |
| Learning a Neural-network-based Representation for Open Set Recognition | Feb 12, 2018 | General ClassificationMalware Classification | CodeCode Available | 0 |
| Automatic Generation of Language-Independent Features for Cross-Lingual Classification | Feb 12, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Gaussian Process Classification with Privileged Information by Soft-to-Hard Labeling Transfer | Feb 12, 2018 | Gaussian ProcessesGeneral Classification | —Unverified | 0 |
| Email Classification into Relevant Category Using Neural Networks | Feb 12, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Neural Networks for Bot Detection | Feb 12, 2018 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Few-Shot Learning with Metric-Agnostic Conditional Embeddings | Feb 12, 2018 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Bridge type classification: supervised learning on a modified NBI dataset | Feb 12, 2018 | Classificationfeature selection | —Unverified | 0 |
| DCFNet: Deep Neural Network with Decomposed Convolutional Filters | Feb 12, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images | Feb 12, 2018 | Cancer ClassificationClassification | —Unverified | 0 |
| Subspace Support Vector Data Description | Feb 12, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Classification from Pairwise Similarity and Unlabeled Data | Feb 12, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Augment and Reduce: Stochastic Inference for Large Categorical Distributions | Feb 12, 2018 | General ClassificationRecommendation Systems | CodeCode Available | 0 |
| Understanding Convolutional Networks with APPLE : Automatic Patch Pattern Labeling for Explanation | Feb 11, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Lightweight Classification of IoT Malware based on Image Recognition | Feb 11, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Analyzing and Mitigating the Impact of Permanent Faults on a Systolic Array Based Neural Network Accelerator | Feb 11, 2018 | General Classification | —Unverified | 0 |
| ThUnderVolt: Enabling Aggressive Voltage Underscaling and Timing Error Resilience for Energy Efficient Deep Neural Network Accelerators | Feb 11, 2018 | General Classification | —Unverified | 0 |
| Uncharted Forest a Technique for Exploratory Data Analysis | Feb 11, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Supervised classification of Dermatological diseases by Deep learning | Feb 11, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| Document Classification Using Distributed Machine Learning | Feb 10, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Enhanced version of AdaBoostM1 with J48 Tree learning method | Feb 10, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification | Feb 10, 2018 | General Classification | CodeCode Available | 0 |
| A Continuation Method for Discrete Optimization and its Application to Nearest Neighbor Classification | Feb 10, 2018 | General Classification | —Unverified | 0 |
| Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction | Feb 10, 2018 | AttributeComputed Tomography (CT) | —Unverified | 0 |
| Feature-Distributed SVRG for High-Dimensional Linear Classification | Feb 10, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification | Feb 10, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Local Contrast Learning | Feb 10, 2018 | General ClassificationSmall Data Image Classification | —Unverified | 0 |
| TextZoo, a New Benchmark for Reconsidering Text Classification | Feb 10, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Combinets: Creativity via Recombination of Neural Networks | Feb 10, 2018 | General Classificationimage-classification | —Unverified | 0 |
| Fibres of Failure: Classifying errors in predictive processes | Feb 9, 2018 | General ClassificationTopological Data Analysis | —Unverified | 0 |
| ATPboost: Learning Premise Selection in Binary Setting with ATP Feedback | Feb 9, 2018 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Local Metrics and Influential Regions for Classification | Feb 9, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Video Event Recognition and Anomaly Detection by Combining Gaussian Process and Hierarchical Dirichlet Process Models | Feb 9, 2018 | Anomaly DetectionGeneral Classification | —Unverified | 0 |
| Relational Autoencoder for Feature Extraction | Feb 9, 2018 | DenoisingGeneral Classification | CodeCode Available | 0 |
| Generative ScatterNet Hybrid Deep Learning (G-SHDL) Network with Structural Priors for Semantic Image Segmentation | Feb 9, 2018 | General ClassificationImage Segmentation | —Unverified | 0 |
| Unsupervised Classification of Galaxies. I. ICA feature selection | Feb 8, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Statistical Learnability of Generalized Additive Models based on Total Variation Regularization | Feb 8, 2018 | Additive modelsGeneral Classification | —Unverified | 0 |
| Classification of Things in DBpedia using Deep Neural Networks | Feb 7, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images | Feb 7, 2018 | General Classification | —Unverified | 0 |