| Preprocessor Selection for Machine Learning Pipelines | Oct 23, 2018 | BIG-bench Machine LearningHyperparameter Optimization | —Unverified | 0 |
| What can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play | Oct 23, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Transferable and Configurable Audio Adversarial Attack from Low-Level Features | Oct 22, 2018 | Adversarial AttackAutomatic Speech Recognition | —Unverified | 0 |
| ensmallen: a flexible C++ library for efficient function optimization | Oct 22, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Ensemble Method for Censored Demand Prediction | Oct 22, 2018 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Automatically Detecting Self-Reported Birth Defect Outcomes on Twitter for Large-scale Epidemiological Research | Oct 22, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Our Practice Of Using Machine Learning To Recognize Species By Voice | Oct 22, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A Simple Baseline Algorithm for Graph Classification | Oct 22, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Depth with Nonlinearity Creates No Bad Local Minima in ResNets | Oct 21, 2018 | BIG-bench Machine LearningOpen-Ended Question Answering | —Unverified | 0 |
| Challenge AI Mind: A Crowd System for Proactive AI Testing | Oct 21, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Methods for Track Classification in the AT-TPC | Oct 21, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Deep multi-survey classification of variable stars | Oct 21, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training | Oct 21, 2018 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| Autonomous Self-Explanation of Behavior for Interactive Reinforcement Learning Agents | Oct 20, 2018 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales | Oct 20, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 3 |
| The Frontiers of Fairness in Machine Learning | Oct 20, 2018 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Simulations meet Machine Learning in Structural Biology | Oct 19, 2018 | BIG-bench Machine LearningDrug Discovery | —Unverified | 0 |
| Network Classification Based Structural Analysis of Real Networks and their Model-Generated Counterparts | Oct 19, 2018 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 0 |
| Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue | Oct 19, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| A Model Parallel Proximal Stochastic Gradient Algorithm for Partially Asynchronous Systems | Oct 19, 2018 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Exchangeability and Kernel Invariance in Trained MLPs | Oct 19, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Using Machine Learning to reduce the energy wasted in Volunteer Computing Environments | Oct 19, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Finding the best design parameters for optical nanostructures using reinforcement learning | Oct 18, 2018 | BIG-bench Machine LearningQ-Learning | —Unverified | 0 |
| First-order and second-order variants of the gradient descent in a unified framework | Oct 18, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Explaining Machine Learning Models using Entropic Variable Projection | Oct 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Private Machine Learning in TensorFlow using Secure Computation | Oct 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Thermodynamics and Feature Extraction by Machine Learning | Oct 18, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain Structures | Oct 17, 2018 | BIG-bench Machine LearningRetrieval | CodeCode Available | 0 |
| Distributed Learning over Unreliable Networks | Oct 17, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Fault Tolerance in Iterative-Convergent Machine Learning | Oct 17, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Learning to quantify emphysema extent: What labels do we need? | Oct 17, 2018 | BIG-bench Machine LearningMultiple Instance Learning | —Unverified | 0 |
| Automatic event detection in microblogs using incremental machine learning | Oct 16, 2018 | BIG-bench Machine LearningDiversity | —Unverified | 0 |
| Multiparty Dynamics and Failure Modes for Machine Learning and Artificial Intelligence | Oct 16, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| AutoGraph: Imperative-style Coding with Graph-based Performance | Oct 16, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Security Matters: A Survey on Adversarial Machine Learning | Oct 16, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Creating a New Persian Poet Based on Machine Learning | Oct 16, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform | Oct 16, 2018 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems | Oct 14, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| A System for Massively Parallel Hyperparameter Tuning | Oct 13, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 1 |
| Topographic Representation for Quantum Machine Learning | Oct 13, 2018 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Tuning Fairness by Balancing Target Labels | Oct 12, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Energy Flow Networks: Deep Sets for Particle Jets | Oct 11, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Deep Learning for Image Denoising: A Survey | Oct 11, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| LIRS: Enabling efficient machine learning on NVM-based storage via a lightweight implementation of random shuffling | Oct 10, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Response to Comment on "All-optical machine learning using diffractive deep neural networks" | Oct 10, 2018 | AllBIG-bench Machine Learning | —Unverified | 0 |
| Multi-class Classification Model Inspired by Quantum Detection Theory | Oct 10, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018 | Oct 10, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Building a Reproducible Machine Learning Pipeline | Oct 9, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling | Oct 9, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Discovering General-Purpose Active Learning Strategies | Oct 9, 2018 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |