| An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols | May 1, 2018 | BIG-bench Machine LearningReading Comprehension | —Unverified | 0 |
| Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties | May 1, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Improving homograph disambiguation with supervised machine learning | May 1, 2018 | BIG-bench Machine LearningSpeech Synthesis | —Unverified | 0 |
| Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications. | May 1, 2018 | BIG-bench Machine LearningInformation Retrieval | CodeCode Available | 0 |
| Constraining Effective Field Theories with Machine Learning | Apr 30, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings | Apr 30, 2018 | BIG-bench Machine LearningCross-Modal Retrieval | CodeCode Available | 0 |
| Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications | Apr 30, 2018 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Machine Learning for Exam Triage | Apr 30, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A Guide to Constraining Effective Field Theories with Machine Learning | Apr 30, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Supervised learning with quantum enhanced feature spaces | Apr 30, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir | Apr 27, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry | Apr 26, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Using Machine Learning to Improve Cylindrical Algebraic Decomposition | Apr 26, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| JUNIPR: a Framework for Unsupervised Machine Learning in Particle Physics | Apr 25, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Where are we now? A large benchmark study of recent symbolic regression methods | Apr 25, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data | Apr 24, 2018 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 |
| A Sparse Coding Multi-Scale Precise-Timing Machine Learning Algorithm for Neuromorphic Event-Based Sensors | Apr 24, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags | Apr 23, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Binding Pathway of Opiates to Opioid Receptors Revealed by Unsupervised Machine Learning | Apr 23, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Probing hidden spin order with interpretable machine learning | Apr 23, 2018 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 |
| Data-Driven Investigative Journalism For Connectas Dataset | Apr 23, 2018 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Quantum generative adversarial networks | Apr 23, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| A machine learning model for identifying cyclic alternating patterns in the sleeping brain | Apr 23, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| MQGrad: Reinforcement Learning of Gradient Quantization in Parameter Server | Apr 22, 2018 | BIG-bench Machine LearningQuantization | —Unverified | 0 |
| Achievable Information Rates for Nonlinear Fiber Communication via End-to-end Autoencoder Learning | Apr 20, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning | Apr 20, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction | Apr 20, 2018 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Two Use Cases of Machine Learning for SDN-Enabled IP/Optical Networks: Traffic Matrix Prediction and Optical Path Performance Prediction | Apr 20, 2018 | BIG-bench Machine Learningglobal-optimization | —Unverified | 0 |
| Human Activity Recognition using Recurrent Neural Networks | Apr 19, 2018 | Activity RecognitionBIG-bench Machine Learning | —Unverified | 0 |
| Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System | Apr 19, 2018 | BIG-bench Machine LearningBird Audio Detection | CodeCode Available | 0 |
| Vehicle Communication Strategies for Simulated Highway Driving | Apr 19, 2018 | BIG-bench Machine LearningSelf-Driving Cars | —Unverified | 0 |
| A comparative study of feature selection methods for stress hotspot classification in materials | Apr 19, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Alquist: The Alexa Prize Socialbot | Apr 18, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Simulation-based Adversarial Test Generation for Autonomous Vehicles with Machine Learning Components | Apr 18, 2018 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Quantifying the visual concreteness of words and topics in multimodal datasets | Apr 18, 2018 | BIG-bench Machine LearningImage Captioning | CodeCode Available | 0 |
| Automated EEG-based Screening of Depression Using Deep Convolutional Neural Network | Apr 17, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder | Apr 17, 2018 | BIG-bench Machine LearningDocument Classification | CodeCode Available | 0 |
| Two-Player Games for Efficient Non-Convex Constrained Optimization | Apr 17, 2018 | BIG-bench Machine LearningVocal Bursts Valence Prediction | CodeCode Available | 0 |
| Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis | Apr 17, 2018 | BIG-bench Machine LearningMedical Image Analysis | —Unverified | 0 |
| A Support Tensor Train Machine | Apr 17, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Deep Probabilistic Programming Languages: A Qualitative Study | Apr 17, 2018 | BIG-bench Machine LearningProbabilistic Programming | —Unverified | 0 |
| Rafiki: Machine Learning as an Analytics Service System | Apr 17, 2018 | AutoMLBIG-bench Machine Learning | CodeCode Available | 0 |
| conformalClassification: A Conformal Prediction R Package for Classification | Apr 16, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs | Apr 15, 2018 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Adaptive Federated Learning in Resource Constrained Edge Computing Systems | Apr 14, 2018 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 0 |
| All-Optical Machine Learning Using Diffractive Deep Neural Networks | Apr 14, 2018 | AllBIG-bench Machine Learning | —Unverified | 0 |
| Regularized Singular Value Decomposition and Application to Recommender System | Apr 13, 2018 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Machine Learning in Astronomy: A Case Study in Quasar-Star Classification | Apr 13, 2018 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| A new robust feature selection method using variance-based sensitivity analysis | Apr 13, 2018 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Dendrite Suppression with Li Metal Anode | Apr 12, 2018 | BIG-bench Machine Learning | —Unverified | 0 |