| A Survey on Compiler Autotuning using Machine Learning | Jan 13, 2018 | BIG-bench Machine LearningCompiler Optimization | —Unverified | 0 |
| A3T: Adversarially Augmented Adversarial Training | Jan 12, 2018 | Adversarial RobustnessBIG-bench Machine Learning | —Unverified | 0 |
| Cosmic String Detection with Tree-Based Machine Learning | Jan 12, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Some techniques in density estimation | Jan 11, 2018 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 |
| Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution | Jan 11, 2018 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Counterfactual equivalence for POMDPs, and underlying deterministic environments | Jan 11, 2018 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| A Hardware-Friendly Algorithm for Scalable Training and Deployment of Dimensionality Reduction Models on FPGA | Jan 11, 2018 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications | Jan 10, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Blessing of dimensionality: mathematical foundations of the statistical physics of data | Jan 10, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Robust Propensity Score Computation Method based on Machine Learning with Label-corrupted Data | Jan 9, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection | Jan 9, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices | Jan 8, 2018 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Evaluation of Machine Learning Algorithms for Intrusion Detection System | Jan 8, 2018 | BIG-bench Machine LearningIntrusion Detection | —Unverified | 0 |
| A generalized concept-cognitive learning: A machine learning viewpoint | Jan 8, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Trading the Twitter Sentiment with Reinforcement Learning | Jan 7, 2018 | BIG-bench Machine LearningQ-Learning | —Unverified | 0 |
| Distance formulas capable of unifying Euclidian space and probability space | Jan 6, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| A Machine Learning Framework for Register Placement Optimization in Digital Circuit Design | Jan 6, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Learning Feature Representations for Keyphrase Extraction | Jan 5, 2018 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Learning from Pseudo-Randomness With an Artificial Neural Network - Does God Play Pseudo-Dice? | Jan 5, 2018 | BIG-bench Machine LearningSensitivity | —Unverified | 0 |
| Shielding Google's language toxicity model against adversarial attacks | Jan 5, 2018 | BIG-bench Machine Learningmodel | CodeCode Available | 0 |
| Semi-automated Annotation of Signal Events in Clinical EEG Data | Jan 3, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Polynomial-based rotation invariant features | Jan 3, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Deep Learning for Forecasting Stock Returns in the Cross-Section | Jan 3, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A novel improved fuzzy support vector machine based stock price trend forecast model | Jan 2, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| A Machine Learning Approach to Adaptive Covariance Localization | Jan 2, 2018 | BIG-bench Machine LearningWeather Forecasting | —Unverified | 0 |
| Probabilistic supervised learning | Jan 2, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| AirNet: a machine learning dataset for air quality forecasting | Jan 1, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Capturing Human Category Representations by Sampling in Deep Feature Spaces | Jan 1, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Learning to play slot cars and Atari 2600 games in just minutes | Jan 1, 2018 | Atari GamesBIG-bench Machine Learning | —Unverified | 0 |
| INTERPRETATION OF NEURAL NETWORK IS FRAGILE | Jan 1, 2018 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| Autostacker: an Automatic Evolutionary Hierarchical Machine Learning System | Jan 1, 2018 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Generating Differentially Private Datasets Using GANs | Jan 1, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Unsupervised Adversarial Anomaly Detection using One-Class Support Vector Machines | Jan 1, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Adversarial Examples for Natural Language Classification Problems | Jan 1, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Machine Learning by Two-Dimensional Hierarchical Tensor Networks: A Quantum Information Theoretic Perspective on Deep Architectures | Jan 1, 2018 | BIG-bench Machine LearningTensor Networks | —Unverified | 0 |
| SenseNet: 3D Objects Database and Tactile Simulator | Dec 31, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning for Building Energy and Indoor Environment: A Perspective | Dec 31, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| ZOOpt: Toolbox for Derivative-Free Optimization | Dec 31, 2017 | BIG-bench Machine LearningDistributed Optimization | CodeCode Available | 0 |
| Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions | Dec 30, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| FCNN: Fourier Convolutional Neural Networks | Dec 30, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| A Deep Belief Network Based Machine Learning System for Risky Host Detection | Dec 29, 2017 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures | Dec 28, 2017 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Debiased Machine Learning of Set-Identified Linear Models | Dec 28, 2017 | BIG-bench Machine LearningModel Selection | —Unverified | 0 |
| On the Challenges of Detecting Rude Conversational Behaviour | Dec 28, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| An empirical evaluation for the intrusion detection features based on machine learning and feature selection methods | Dec 27, 2017 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| On Connecting Stochastic Gradient MCMC and Differential Privacy | Dec 25, 2017 | BIG-bench Machine Learning | —Unverified | 0 |
| Query-limited Black-box Attacks to Classifiers | Dec 23, 2017 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Inverse Classification for Comparison-based Interpretability in Machine Learning | Dec 22, 2017 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Autism Classification Using Brain Functional Connectivity Dynamics and Machine Learning | Dec 21, 2017 | BIG-bench Machine LearningFunctional Connectivity | —Unverified | 0 |
| Non-convex Optimization for Machine Learning | Dec 21, 2017 | BIG-bench Machine Learning | —Unverified | 0 |