DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning Apr 26, 2019 AutoML BIG-bench Machine Learning
Code Code Available Benchmark and Survey of Automated Machine Learning Frameworks Apr 26, 2019 AutoML BIG-bench Machine Learning
Code Code Available CascadeML: An Automatic Neural Network Architecture Evolution and Training Algorithm for Multi-label Classification Apr 23, 2019 AutoML General Classification
— Unverified Neural Architecture Search for Deep Face Recognition Apr 21, 2019 AutoML Face Recognition
— Unverified Adaptive Bayesian Linear Regression for Automated Machine Learning Apr 1, 2019 AutoML Bayesian Optimization
— Unverified Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML Mar 20, 2019 AutoML Continual Learning
— Unverified AutoML @ NeurIPS 2018 challenge: Design and Results Mar 12, 2019 AutoML BIG-bench Machine Learning
— Unverified Continual Learning in Practice Mar 12, 2019 AutoML BIG-bench Machine Learning
— Unverified SAFE ML: Surrogate Assisted Feature Extraction for Model Learning Feb 28, 2019 AutoML Feature Engineering
Code Code Available AutoQ: Automated Kernel-Wise Neural Network Quantization Feb 15, 2019 AutoML Deep Reinforcement Learning
— Unverified ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning Feb 13, 2019 AutoML BIG-bench Machine Learning
Code Code Available Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural Networks Jan 24, 2019 AutoML Classification
Code Code Available Katib: A Distributed General AutoML Platform on Kubernetes Jan 1, 2019 AutoML Hyperparameter Optimization
— Unverified DarwinML: A Graph-based Evolutionary Algorithm for Automated Machine Learning Nov 20, 2018 AutoML BIG-bench Machine Learning
— Unverified A Very Brief and Critical Discussion on AutoML Nov 9, 2018 AutoML
— Unverified Automated Multi-Label Classification based on ML-Plan Nov 9, 2018 AutoML BIG-bench Machine Learning
— Unverified Using Known Information to Accelerate HyperParameters Optimization Based on SMBO Nov 8, 2018 AutoML BIG-bench Machine Learning
— Unverified Auto-ML Deep Learning for Rashi Scripts OCR Nov 3, 2018 AutoML Deep Learning
— Unverified Automated Machine Learning: From Principles to Practices Oct 31, 2018 AutoML BIG-bench Machine Learning
Code Code Available A User-based Visual Analytics Workflow for Exploratory Model Analysis Sep 27, 2018 AutoML Model Selection
— Unverified DiffraNet: Automatic Classification of Serial Crystallography Diffraction Patterns Sep 27, 2018 AutoML Classification
— Unverified Automatic Gradient Boosting Jul 10, 2018 AutoML BIG-bench Machine Learning
Code Code Available ML-Plan: Automated machine learning via hierarchical planning Jul 3, 2018 AutoML BIG-bench Machine Learning
Code Code Available Auto-Keras: An Efficient Neural Architecture Search System Jun 27, 2018 AutoML Bayesian Optimization
Code Code Available Lessons learned from the AutoML challenge Jun 20, 2018 AutoML regression
— Unverified Rafiki: Machine Learning as an Analytics Service System Apr 17, 2018 AutoML BIG-bench Machine Learning
Code Code Available AutoML from Service Provider's Perspective: Multi-device, Multi-tenant Model Selection with GP-EI Mar 17, 2018 AutoML Model Selection
— Unverified Transfer Learning with Neural AutoML Mar 7, 2018 AutoML General Classification
— Unverified Autostacker: A Compositional Evolutionary Learning System Mar 2, 2018 AutoML BIG-bench Machine Learning
— Unverified Autostacker: an Automatic Evolutionary Hierarchical Machine Learning System Jan 1, 2018 AutoML BIG-bench Machine Learning
— Unverified AMLA: an AutoML frAmework for Neural Network Design Jan 1, 2018 AutoML Hyperparameter Optimization
— Unverified ATM: A distributed, collaborative, scalable system for automated machine learning Dec 11, 2017 AutoML BIG-bench Machine Learning
Code Code Available Considerations of automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure Oct 9, 2017 AutoML BIG-bench Machine Learning
— Unverified autoBagging: Learning to Rank Bagging Workflows with Metalearning Jun 28, 2017 AutoML Bayesian Optimization
— Unverified Google Vizier: A Service for Black-Box Optimization Jan 1, 2017 AutoML BIG-bench Machine Learning
Code Code Available Automatic Frankensteining: Creating Complex Ensembles Autonomously Jan 1, 2017 AutoML BIG-bench Machine Learning
— Unverified Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning Sep 21, 2016 AutoML BIG-bench Machine Learning
Code Code Available Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation Tool Jul 29, 2016 AutoML BIG-bench Machine Learning
Code Code Available Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science Mar 20, 2016 Automated Feature Engineering AutoML
Code Code Available AutoCompete: A Framework for Machine Learning Competitions Jul 8, 2015 AutoML BIG-bench Machine Learning
— Unverified Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn Jan 1, 2014 AutoML Benchmarking
Code Code Available 