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| From Server-Based to Client-Based Machine Learning: A Comprehensive Survey | Sep 18, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Statistical and machine learning ensemble modelling to forecast sea surface temperature | Sep 18, 2019 | Automated Feature EngineeringBIG-bench Machine Learning | —Unverified | 0 |
| Student Engagement Detection Using Emotion Analysis, Eye Tracking and Head Movement with Machine Learning | Sep 18, 2019 | BIG-bench Machine LearningEmotion Recognition | CodeCode Available | 0 |
| Uncovering Sociological Effect Heterogeneity using Machine Learning | Sep 18, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| The Explanation Game: Explaining Machine Learning Models Using Shapley Values | Sep 17, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Defending against Machine Learning based Inference Attacks via Adversarial Examples: Opportunities and Challenges | Sep 17, 2019 | BIG-bench Machine LearningInference Attack | —Unverified | 0 |
| Concept Drift Adaptive Physical Event Detection for Social Media Streams | Sep 17, 2019 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Communication-Efficient Weighted Sampling and Quantile Summary for GBDT | Sep 17, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Hybrid Deep Learning Approach for Diagnosis of the Erythemato-Squamous Disease | Sep 17, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Estimating Glycemic Impact of Cooking Recipes via Online Crowdsourcing and Machine Learning | Sep 17, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Fiber Nonlinearity Mitigation via the Parzen Window Classifier for Dispersion Managed and Unmanaged Links | Sep 17, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| To Learn or Not to Learn: Deep Learning Assisted Wireless Modem Design | Sep 17, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Measure Contribution of Participants in Federated Learning | Sep 17, 2019 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| A Distributed Fair Machine Learning Framework with Private Demographic Data Protection | Sep 17, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| sktime: A Unified Interface for Machine Learning with Time Series | Sep 17, 2019 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Learning to Tune XGBoost with XGBoost | Sep 16, 2019 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 |
| Towards Quality Assurance of Software Product Lines with Adversarial Configurations | Sep 16, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Particle reconstruction of volumetric particle image velocimetry with strategy of machine learning | Sep 16, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Automatic Detection and Classification of Cognitive Distortions in Mental Health Text | Sep 16, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Statistical and Machine Learning-based Decision Techniques for Physical Layer Authentication | Sep 16, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| I-MAD: Interpretable Malware Detector Using Galaxy Transformer | Sep 15, 2019 | BIG-bench Machine LearningMalware Detection | —Unverified | 0 |
| Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods | Sep 15, 2019 | BIG-bench Machine LearningGraph Reconstruction | —Unverified | 0 |
| Machine learning in healthcare -- a system's perspective | Sep 14, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Hybrid Architecture for On-Device Compressive Machine Learning | Sep 14, 2019 | BIG-bench Machine LearningCompressive Sensing | —Unverified | 0 |
| A Step Toward Quantifying Independently Reproducible Machine Learning Research | Sep 14, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A superpixel-driven deep learning approach for the analysis of dermatological wounds | Sep 13, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Feeling Anxious? Perceiving Anxiety in Tweets using Machine Learning | Sep 13, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices | Sep 13, 2019 | Autonomous DrivingBIG-bench Machine Learning | CodeCode Available | 0 |
| AITuning: Machine Learning-based Tuning Tool for Run-Time Communication Libraries | Sep 13, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs | Sep 13, 2019 | AnatomyBIG-bench Machine Learning | CodeCode Available | 0 |
| Explainable Machine Learning in Deployment | Sep 13, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data | Sep 13, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Classifying Topological Charge in SU(3) Yang-Mills Theory with Machine Learning | Sep 13, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Towards Model-Agnostic Adversarial Defenses using Adversarially Trained Autoencoders | Sep 12, 2019 | Adversarial DefenseAdversarial Robustness | —Unverified | 0 |
| Machine Learning in/for Blockchain: Future and Challenges | Sep 12, 2019 | BIG-bench Machine LearningReinforcement Learning | —Unverified | 0 |
| Coarse-scale PDEs from fine-scale observations via machine learning | Sep 12, 2019 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Classifying Multilingual User Feedback using Traditional Machine Learning and Deep Learning | Sep 12, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification | Sep 12, 2019 | BIG-bench Machine LearningBinary text classification | CodeCode Available | 0 |
| A Robust Hybrid Approach for Textual Document Classification | Sep 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle | Sep 11, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Structural Robustness for Deep Learning Architectures | Sep 11, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| ORES: Lowering Barriers with Participatory Machine Learning in Wikipedia | Sep 11, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Validating Weak-form Market Efficiency in United States Stock Markets with Trend Deterministic Price Data and Machine Learning | Sep 11, 2019 | Algorithmic TradingBIG-bench Machine Learning | —Unverified | 0 |
| Towards Safe Machine Learning for CPS: Infer Uncertainty from Training Data | Sep 11, 2019 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Byzantine-Robust Federated Machine Learning through Adaptive Model Averaging | Sep 11, 2019 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Boltzmann machine learning and regularization methods for inferring evolutionary fields and couplings from a multiple sequence alignment | Sep 10, 2019 | BIG-bench Machine LearningMultiple Sequence Alignment | —Unverified | 0 |
| Photometric light curves classification with machine learning | Sep 10, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Double Robustness for Complier Parameters and a Semiparametric Test for Complier Characteristics | Sep 10, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Static Analysis for Probabilistic Programs | Sep 10, 2019 | BIG-bench Machine LearningProbabilistic Programming | —Unverified | 0 |