| 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 |
| PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison | Mar 1, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Multi-Sensor Data Pattern Recognition for Multi-Target Localization: A Machine Learning Approach | Feb 28, 2017 | BIG-bench Machine LearningClustering | —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 |
| Towards A Rigorous Science of Interpretable Machine Learning | Feb 28, 2017 | BIG-bench Machine LearningInterpretable Machine Learning | —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 |
| Changing Model Behavior at Test-Time Using Reinforcement Learning | Feb 24, 2017 | BIG-bench Machine LearningMixture-of-Experts | —Unverified | 0 |
| Microwave breast cancer detection using Empirical Mode Decomposition features | Feb 24, 2017 | BIG-bench Machine LearningBreast Cancer Detection | —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 |
| Stochastic Graphlet Embedding | Feb 1, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Weakly Supervised Classification in High Energy Physics | Feb 1, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Machine learning based compact photonic structure design for strong light confinement | Jan 31, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| A Gaussian Process Regression Model for Distribution Inputs | Jan 31, 2017 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| A learning model to detect maliciousness of portable executable using integrated feature set | Jan 31, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Integration of Machine Learning Techniques to Evaluate Dynamic Customer Segmentation Analysis for Mobile Customers | Jan 31, 2017 | BIG-bench Machine LearningMarketing | —Unverified | 0 |
| Learning the distribution with largest mean: two bandit frameworks | Jan 31, 2017 | BIG-bench Machine LearningVocal Bursts Valence Prediction | CodeCode Available | 0 |
| CommAI: Evaluating the first steps towards a useful general AI | Jan 31, 2017 | BIG-bench Machine LearningContinual Learning | —Unverified | 0 |
| Understanding food inflation in India: A Machine Learning approach | Jan 30, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Double/Debiased/Neyman Machine Learning of Treatment Effects | Jan 30, 2017 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| Predicting SMT Solver Performance for Software Verification | Jan 30, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Source localization in an ocean waveguide using supervised machine learning | Jan 29, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Deep Recurrent Neural Network for Protein Function Prediction from Sequence | Jan 28, 2017 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| An Empirical Analysis of Feature Engineering for Predictive Modeling | Jan 26, 2017 | BIG-bench Machine LearningFeature Engineering | CodeCode Available | 0 |
| Learn&Fuzz: Machine Learning for Input Fuzzing | Jan 25, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Malicious URL Detection using Machine Learning: A Survey | Jan 25, 2017 | BIG-bench Machine LearningSurvey | —Unverified | 0 |
| Does Weather Matter? Causal Analysis of TV Logs | Jan 25, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| A Survey of Quantum Learning Theory | Jan 24, 2017 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Constant Size Molecular Descriptors For Use With Machine Learning | Jan 23, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Learning first-order definable concepts over structures of small degree | Jan 19, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| A Machine Learning Alternative to P-values | Jan 18, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Basic protocols in quantum reinforcement learning with superconducting circuits | Jan 18, 2017 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Deep Learning for Computational Chemistry | Jan 17, 2017 | BIG-bench Machine LearningComputational chemistry | —Unverified | 0 |
| Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning | Jan 17, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Deep Memory Networks for Attitude Identification | Jan 16, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Breeding electric zebras in the fields of Medicine | Jan 15, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Predicting the Plant Root-Associated Ecological Niche of 21 Pseudomonas Species Using Machine Learning and Metabolic Modeling | Jan 12, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| The empirical Christoffel function with applications in data analysis | Jan 11, 2017 | BIG-bench Machine LearningNovelty Detection | —Unverified | 0 |