| Adaptive SVRG Methods under Error Bound Conditions with Unknown Growth Parameter | Dec 1, 2017 | BIG-bench Machine LearningStochastic Optimization | —Unverified | 0 |
| Recycling Privileged Learning and Distribution Matching for Fairness | Dec 1, 2017 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent | Dec 1, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| An Empirical Bayes Approach to Optimizing Machine Learning Algorithms | Dec 1, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Best Response Regression | Dec 1, 2017 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| NTOUA at IJCNLP-2017 Task 2: Predicting Sentiment Scores of Chinese Words and Phrases | Dec 1, 2017 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| LDCCNLP at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases Using Machine Learning | Dec 1, 2017 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| The Influence of Spelling Errors on Content Scoring Performance | Dec 1, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Deep Learning with Permutation-invariant Operator for Multi-instance Histopathology Classification | Dec 1, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Predicting Severe Sepsis Using Text from the Electronic Health Record | Nov 30, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle | Nov 30, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Enabling Embodied Analogies in Intelligent Music Systems | Nov 30, 2017 | Audio Signal ProcessingBIG-bench Machine Learning | —Unverified | 0 |
| Quantum Neuron: an elementary building block for machine learning on quantum computers | Nov 30, 2017 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 0 |
| Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis | Nov 30, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Leveraging Conversation Structure on Social Media to Identify Potentially Influential Users | Nov 29, 2017 | Abstract ArgumentationBIG-bench Machine Learning | —Unverified | 0 |
| RoboJam: A Musical Mixture Density Network for Collaborative Touchscreen Interaction | Nov 29, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Introduction to Tensor Decompositions and their Applications in Machine Learning | Nov 29, 2017 | BIG-bench Machine LearningTensor Decomposition | CodeCode Available | 0 |
| Snorkel: Rapid Training Data Creation with Weak Supervision | Nov 28, 2017 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Classifier Selection with Permutation Tests | Nov 27, 2017 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Proceedings of NIPS 2017 Symposium on Interpretable Machine Learning | Nov 27, 2017 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Proceedings of NIPS 2017 Workshop on Machine Learning for the Developing World | Nov 27, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Pedagogical learning | Nov 26, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Expectation maximization transfer learning and its application for bionic hand prostheses | Nov 25, 2017 | BIG-bench Machine LearningQuantization | —Unverified | 0 |
| A Big Data Analysis Framework Using Apache Spark and Deep Learning | Nov 25, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Predicting shim gaps in aircraft assembly with machine learning and sparse sensing | Nov 24, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Persistent homology machine learning for fingerprint classification | Nov 24, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning | Nov 24, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Algorithms for b-Jet Tagging at the ATLAS Experiment | Nov 23, 2017 | BIG-bench Machine LearningJet Tagging | —Unverified | 0 |
| Markov chain Hebbian learning algorithm with ternary synaptic units | Nov 23, 2017 | BIG-bench Machine LearningHandwritten Digit Recognition | —Unverified | 0 |
| EMFET: E-mail Features Extraction Tool | Nov 22, 2017 | BIG-bench Machine LearningSpam detection | CodeCode Available | 0 |
| Using stochastic computation graphs formalism for optimization of sequence-to-sequence model | Nov 21, 2017 | BIG-bench Machine LearningMachine Translation | CodeCode Available | 0 |
| Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons | Nov 21, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Optimistic Robust Optimization With Applications To Machine Learning | Nov 20, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Model Extraction Warning in MLaaS Paradigm | Nov 20, 2017 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| The Doctor Just Won't Accept That! | Nov 20, 2017 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| "I know it when I see it". Visualization and Intuitive Interpretability | Nov 20, 2017 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset | Nov 20, 2017 | AllBIG-bench Machine Learning | CodeCode Available | 0 |
| Household poverty classification in data-scarce environments: a machine learning approach | Nov 18, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Machine Learning Approaches for Traffic Volume Forecasting: A Case Study of the Moroccan Highway Network | Nov 18, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Hardening Quantum Machine Learning Against Adversaries | Nov 17, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events | Nov 17, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A generic and fast C++ optimization framework | Nov 17, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Ubenwa: Cry-based Diagnosis of Birth Asphyxia | Nov 17, 2017 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Wikipedia for Smart Machines and Double Deep Machine Learning | Nov 17, 2017 | AnatomyBIG-bench Machine Learning | —Unverified | 0 |
| Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities | Nov 16, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| On Communication Complexity of Classification Problems | Nov 16, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Accelerating Cross-Validation in Multinomial Logistic Regression with _1-Regularization | Nov 15, 2017 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Introduction to intelligent computing unit 1 | Nov 15, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A Machine Learning Approach to Modeling Human Migration | Nov 15, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Modular Resource Centric Learning for Workflow Performance Prediction | Nov 15, 2017 | BIG-bench Machine LearningDistributed Computing | —Unverified | 0 |