| SBAF: A New Activation Function for Artificial Neural Net based Habitability Classification | Jun 6, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Reduced-Order Modeling through Machine Learning Approaches for Brittle Fracture Applications | Jun 5, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning for Yield Curve Feature Extraction: Application to Illiquid Corporate Bonds (Preliminary Draft) | Jun 5, 2018 | BIG-bench Machine LearningDenoising | —Unverified | 0 |
| A Machine Learning Framework for Stock Selection | Jun 5, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark | Jun 4, 2018 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Learning from Exemplars and Prototypes in Machine Learning and Psychology | Jun 4, 2018 | BIG-bench Machine LearningPrototype Selection | —Unverified | 0 |
| Agreement-based Learning | Jun 4, 2018 | BIG-bench Machine LearningModel Selection | —Unverified | 0 |
| BindsNET: A machine learning-oriented spiking neural networks library in Python | Jun 4, 2018 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Learning a Code: Machine Learning for Approximate Non-Linear Coded Computation | Jun 4, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Deploying Customized Data Representation and Approximate Computing in Machine Learning Applications | Jun 3, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| EmoIntens Tracker at SemEval-2018 Task 1: Emotional Intensity Levels in \#Tweets | Jun 1, 2018 | BIG-bench Machine LearningEmotion Recognition | —Unverified | 0 |
| Chrono at SemEval-2018 Task 6: A System for Normalizing Temporal Expressions | Jun 1, 2018 | BIG-bench Machine LearningTemporal Information Extraction | —Unverified | 0 |
| ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection | Jun 1, 2018 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models | Jun 1, 2018 | BIG-bench Machine LearningEmotion Classification | —Unverified | 0 |
| ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods | Jun 1, 2018 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and \#hashtags | Jun 1, 2018 | BIG-bench Machine LearningEmotion Classification | —Unverified | 0 |
| Distractor Generation for Multiple Choice Questions Using Learning to Rank | Jun 1, 2018 | BIG-bench Machine LearningDistractor Generation | CodeCode Available | 0 |
| A Review of Challenges and Opportunities in Machine Learning for Health | Jun 1, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| The Dabblers at SemEval-2018 Task 2: Multilingual Emoji Prediction | Jun 1, 2018 | BIG-bench Machine LearningRelation | —Unverified | 0 |
| Interpreting Deep Learning: The Machine Learning Rorschach Test? | Jun 1, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| EmoNLP at SemEval-2018 Task 2: English Emoji Prediction with Gradient Boosting Regression Tree Method and Bidirectional LSTM | Jun 1, 2018 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Computationally Constructed Concepts: A Machine Learning Approach to Metaphor Interpretation Using Usage-Based Construction Grammatical Cues | Jun 1, 2018 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Igevorse at SemEval-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes | Jun 1, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Linguistic Cues to Deception and Perceived Deception in Interview Dialogues | Jun 1, 2018 | BIG-bench Machine LearningDeception Detection | —Unverified | 0 |
| Amrita\_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets | Jun 1, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations | May 31, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Accurate pedestrian localization in overhead depth images via Height-Augmented HOG | May 31, 2018 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Evaluating Reinforcement Learning Algorithms in Observational Health Settings | May 31, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Explaining Explanations: An Overview of Interpretability of Machine Learning | May 31, 2018 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning | May 30, 2018 | BIG-bench Machine LearningDistributed Computing | —Unverified | 0 |
| On the Spectrum of Random Features Maps of High Dimensional Data | May 30, 2018 | BIG-bench Machine LearningVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Towards Adversarial Configurations for Software Product Lines | May 30, 2018 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| Teaching Meaningful Explanations | May 29, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Currency exchange prediction using machine learning, genetic algorithms and technical analysis | May 29, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Invariant Representation of Mathematical Expressions | May 29, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks | May 28, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Training Medical Image Analysis Systems like Radiologists | May 28, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles | May 28, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine learning for prediction of extreme statistics in modulation instability | May 28, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Intensive Preprocessing of KDD Cup 99 for Network Intrusion Classification Using Machine Learning Techniques | May 26, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Model-based Pricing for Machine Learning in a Data Marketplace | May 26, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Algebraic Expression of Subjective Spatial and Temporal Patterns | May 26, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Reacting to Variations in Product Demand: An Application for Conversion Rate (CR) Prediction in Sponsored Search | May 25, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Training of photonic neural networks through in situ backpropagation | May 25, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Qunatification of Metabolites in MR Spectroscopic Imaging using Machine Learning | May 25, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Automated Verification of Neural Networks: Advances, Challenges and Perspectives | May 25, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Safe learning-based optimal motion planning for automated driving | May 25, 2018 | BIG-bench Machine LearningMotion Planning | —Unverified | 0 |
| Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance | May 25, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation | May 24, 2018 | BIG-bench Machine LearningCausal Judgment | —Unverified | 0 |
| Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Scale | May 24, 2018 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |