| Estimation and Inference on Nonlinear and Heterogeneous Effects | Mar 16, 2017 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Using Human Brain Activity to Guide Machine Learning | Mar 16, 2017 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 |
| Machine learning approach for early detection of autism by combining questionnaire and home video screening | Mar 15, 2017 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Ensemble of Neural Classifiers for Scoring Knowledge Base Triples | Mar 15, 2017 | BIG-bench Machine LearningEntity Retrieval | CodeCode Available | 0 |
| Budgeted Batch Bayesian Optimization With Unknown Batch Sizes | Mar 15, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Distributed Dual Coordinate Ascent in General Tree Networks and Communication Network Effect on Synchronous Machine Learning | Mar 14, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Task-based End-to-end Model Learning in Stochastic Optimization | Mar 13, 2017 | BIG-bench Machine LearningScheduling | CodeCode Available | 0 |
| Prostate Cancer Diagnosis using Deep Learning with 3D Multiparametric MRI | Mar 12, 2017 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| BetaRun Soccer Simulation League Team: Variety, Complexity, and Learning | Mar 12, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Real-Time Machine Learning: The Missing Pieces | Mar 11, 2017 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Neural Networks for Beginners. A fast implementation in Matlab, Torch, TensorFlow | Mar 10, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Trimmed Density Ratio Estimation | Mar 9, 2017 | BIG-bench Machine LearningDensity Ratio Estimation | CodeCode Available | 0 |
| Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields | Mar 8, 2017 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Byzantine-Tolerant Machine Learning | Mar 8, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service | Mar 7, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Applying Deep Machine Learning for psycho-demographic profiling of Internet users using O.C.E.A.N. model of personality | Mar 7, 2017 | BIG-bench Machine LearningPrediction | CodeCode Available | 0 |
| Computational Eco-Systems for Handwritten Digits Recognition | Mar 6, 2017 | BIG-bench Machine LearningDiversity | —Unverified | 0 |
| Machine Learning Based Source Code Classification Using Syntax Oriented Features | Mar 4, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| A Statistical Machine Learning Approach to Yield Curve Forecasting | Mar 4, 2017 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| A Machine-Learning Framework for Design for Manufacturability | Mar 4, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Friendly Set Version of Johnson-Lindenstrauss Lemma | Mar 4, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Adversarial Examples for Semantic Image Segmentation | Mar 3, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Machine Learning on Sequential Data Using a Recurrent Weighted Average | Mar 3, 2017 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| A Comparative Study of Word Embeddings for Reading Comprehension | Mar 2, 2017 | BIG-bench Machine LearningReading Comprehension | —Unverified | 0 |
| MoleculeNet: A Benchmark for Molecular Machine Learning | Mar 2, 2017 | BIG-bench Machine Learningimbalanced classification | CodeCode Available | 1 |
| Compositional Falsification of Cyber-Physical Systems with Machine Learning Components | Mar 2, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings | Mar 2, 2017 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 |
| A review of two decades of correlations, hierarchies, networks and clustering in financial markets | Mar 1, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison | Mar 1, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving | Mar 1, 2017 | Automated Theorem ProvingBIG-bench Machine Learning | CodeCode Available | 0 |
| SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient | Mar 1, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Multi-Sensor Data Pattern Recognition for Multi-Target Localization: A Machine Learning Approach | Feb 28, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Towards A Rigorous Science of Interpretable Machine Learning | Feb 28, 2017 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Learning What Data to Learn | Feb 28, 2017 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Evaluation of Machine Learning Methods to Predict Coronary Artery Disease Using Metabolomic Data | Feb 28, 2017 | BIG-bench Machine LearningDisease Prediction | —Unverified | 0 |
| eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys | Feb 27, 2017 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 0 |
| Linear, Machine Learning and Probabilistic Approaches for Time Series Analysis | Feb 26, 2017 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Supervised Learning of Labeled Pointcloud Differences via Cover-Tree Entropy Reduction | Feb 26, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Microwave breast cancer detection using Empirical Mode Decomposition features | Feb 24, 2017 | BIG-bench Machine LearningBreast Cancer Detection | —Unverified | 0 |
| Changing Model Behavior at Test-Time Using Reinforcement Learning | Feb 24, 2017 | BIG-bench Machine LearningMixture-of-Experts | —Unverified | 0 |
| Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe | Feb 22, 2017 | BIG-bench Machine LearningStochastic Optimization | —Unverified | 0 |
| Debiased Machine Learning of Conditional Average Treatment Effects and Other Causal Functions | Feb 21, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN | Feb 20, 2017 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 0 |
| Machine learning prediction errors better than DFT accuracy | Feb 17, 2017 | BIG-bench Machine LearningDrug Discovery | —Unverified | 0 |
| Distributed deep learning on edge-devices: feasibility via adaptive compression | Feb 15, 2017 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Intercomparison of Machine Learning Methods for Statistical Downscaling: The Case of Daily and Extreme Precipitation | Feb 13, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Is Big Data Sufficient for a Reliable Detection of Non-Technical Losses? | Feb 13, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming | Feb 6, 2017 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 0 |
| Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective | Feb 4, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Procedural Content Generation via Machine Learning (PCGML) | Feb 2, 2017 | BIG-bench Machine LearningCard Games | —Unverified | 0 |