| Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning | Jun 6, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Fast Single-Class Classification and the Principle of Logit Separation | May 29, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Learning with Average Top-k Loss | May 24, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| The Marginal Value of Adaptive Gradient Methods in Machine Learning | May 23, 2017 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges | May 22, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification | May 19, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images | May 10, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels | May 4, 2017 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts | Apr 26, 2017 | Binary ClassificationWord Embeddings | —Unverified | 0 |
| An All-Pair Quantum SVM Approach for Big Data Multiclass Classification | Apr 25, 2017 | AllBinary Classification | —Unverified | 0 |
| Partial Face Detection in the Mobile Domain | Apr 7, 2017 | Binary ClassificationData Augmentation | —Unverified | 0 |
| A Computational Approach to Relative Aesthetics | Apr 5, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| A Multi-task Approach to Predict Likability of Books | Apr 1, 2017 | Binary ClassificationFeature Engineering | —Unverified | 0 |
| Learning Similarity Functions for Pronunciation Variations | Mar 28, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Uncertainty quantification in graph-based classification of high dimensional data | Mar 26, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Linear classifier design under heteroscedasticity in Linear Discriminant Analysis | Mar 24, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge | Mar 15, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification | Mar 8, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| NoScope: Optimizing Neural Network Queries over Video at Scale | Mar 7, 2017 | Binary ClassificationGPU | CodeCode Available | 0 |
| Learning rates for classification with Gaussian kernels | Feb 28, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Adaptive Neural Networks for Efficient Inference | Feb 25, 2017 | Binary Classification | CodeCode Available | 0 |
| Online Multiclass Boosting | Feb 23, 2017 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Exponentially vanishing sub-optimal local minima in multilayer neural networks | Feb 19, 2017 | Binary Classification | CodeCode Available | 0 |
| On Detecting Adversarial Perturbations | Feb 14, 2017 | Adversarial AttackBinary Classification | CodeCode Available | 0 |
| A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances | Feb 8, 2017 | Binary Classification | —Unverified | 0 |
