Direct Differentiable Augmentation Search Apr 9, 2021 AutoML Data Augmentation
Code Code Available 5 Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? Jun 12, 2020 AutoML Neural Architecture Search
Code Code Available 5 DriveML: An R Package for Driverless Machine Learning May 1, 2020 AutoML BIG-bench Machine Learning
Code Code Available 5 OBOE: Collaborative Filtering for AutoML Model Selection Aug 9, 2018 Active Learning AutoML
Code Code Available 5 MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements Dec 5, 2020 AutoML Bayesian Optimization
Code Code Available 5 Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available 5 BERT-Sort: A Zero-shot MLM Semantic Encoder on Ordinal Features for AutoML Jun 1, 2022 AutoML
Code Code Available 5 MetaPoison: Practical General-purpose Clean-label Data Poisoning Apr 1, 2020 AutoML Bilevel Optimization
Code Code Available 5 MixConv: Mixed Depthwise Convolutional Kernels Jul 22, 2019 AutoML Image Classification
Code Code Available 5 Multi-Objective Evolutionary Design of Composite Data-Driven Models Mar 1, 2021 AutoML BIG-bench Machine Learning
Code Code Available 5 PFNs4BO: In-Context Learning for Bayesian Optimization May 27, 2023 AutoML Bayesian Optimization
Code Code Available 5 Efficient Hyper-parameter Search for Knowledge Graph Embedding May 1, 2022 AutoML Graph Embedding
Code Code Available 5 You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient Jun 4, 2021 AutoML Model Compression
Code Code Available 5 AutoDC: Automated data-centric processing Nov 23, 2021 AutoML Data Augmentation
Code Code Available 5 A Robust Experimental Evaluation of Automated Multi-Label Classification Methods May 16, 2020 AutoML Bayesian Optimization
Code Code Available 5 A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML Dec 11, 2023 AutoML feature selection
Code Code Available 5 A-DARTS: Stable Model Selection for Data Repair in Time Series May 1, 2025 AutoML Imputation
Code Code Available 5 AMDet: A Tool for Mitotic Cell Detection in Histopathology Slides Aug 8, 2021 AutoML Cell Detection
Code Code Available 5 Large Language Models Synergize with Automated Machine Learning May 6, 2024 AutoML Code Generation
Code Code Available 5 Automated Machine Learning: State-of-The-Art and Open Challenges Jun 5, 2019 AutoML BIG-bench Machine Learning
Code Code Available 5 AdaptoML-UX: An Adaptive User-centered GUI-based AutoML Toolkit for Non-AI Experts and HCI Researchers Oct 22, 2024 Automated Feature Engineering AutoML
Code Code Available 5 Automated Machine Learning with Monte-Carlo Tree Search Jun 1, 2019 AutoML Bayesian Optimization
Code Code Available 5 AQMLator -- An Auto Quantum Machine Learning E-Platform Sep 26, 2024 AutoML Quantum Machine Learning
Code Code Available 5 Katib: A Distributed General AutoML Platform on Kubernetes Jan 1, 2019 AutoML Hyperparameter Optimization
Code Code Available 5 Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey Nov 11, 2024 AutoML Feature Engineering
Code Code Available 5 Learning Activation Functions for Sparse Neural Networks May 18, 2023 AutoML Hyperparameter Optimization
Code Code Available 5 Manas: Mining Software Repositories to Assist AutoML Dec 6, 2021 AutoML GPU
Code Code Available 5 Integrating Hyperparameter Search into Model-Free AutoML with Context-Free Grammars Apr 4, 2024 AutoML
Code Code Available 5 Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study Jul 4, 2019 AutoML BIG-bench Machine Learning
Code Code Available 5 Investigating the Impact of Hard Samples on Accuracy Reveals In-class Data Imbalance Sep 22, 2024 AutoML Benchmarking
Code Code Available 5 Improving the sample-efficiency of neural architecture search with reinforcement learning Oct 13, 2021 AutoML Deep Learning
Code Code Available 5 Information Leakage Detection through Approximate Bayes-optimal Prediction Jan 25, 2024 AutoML Learning Theory
Code Code Available 5 Automated Imbalanced Learning Nov 1, 2022 AutoML
Code Code Available 5 Improvement of Computational Performance of Evolutionary AutoML in a Heterogeneous Environment Jan 12, 2023 AutoML
Code Code Available 5 Automated Creative Optimization for E-Commerce Advertising Feb 28, 2021 AutoML Click-Through Rate Prediction
Code Code Available 5 Improve Deep Forest with Learnable Layerwise Augmentation Policy Schedule Sep 16, 2023 AutoML Data Augmentation
Code Code Available 5 Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization May 27, 2019 AutoML image-classification
Code Code Available 5 Improving Neural Networks for Time Series Forecasting using Data Augmentation and AutoML Mar 2, 2021 AutoML BIG-bench Machine Learning
Code Code Available 5 Hardware Aware Ensemble Selection for Balancing Predictive Accuracy and Cost Aug 5, 2024 AutoML Diversity
Code Code Available 5 AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models Aug 1, 2024 AutoML Code Generation
Code Code Available 5 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 5 Imbalanced Regression Pipeline Recommendation Jul 16, 2025 AutoML Meta-Learning
Code Code Available 5 Auto-Keras: An Efficient Neural Architecture Search System Jun 27, 2018 AutoML Bayesian Optimization
Code Code Available 5 Benchmarking AutoML algorithms on a collection of synthetic classification problems Dec 6, 2022 AutoML Benchmarking
Code Code Available 5 Mithridates: Auditing and Boosting Backdoor Resistance of Machine Learning Pipelines Feb 9, 2023 AutoML Federated Learning
Code Code Available 5 Hyperparameters in Reinforcement Learning and How To Tune Them Jun 2, 2023 AutoML Deep Reinforcement Learning
Code Code Available 5 A knowledge-driven AutoML architecture Nov 28, 2023 AutoML
Code Code Available 5 Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn Jan 1, 2014 AutoML Benchmarking
Code Code Available 5 Hyperparameter Importance Analysis for Multi-Objective AutoML May 13, 2024 AutoML Hyperparameter Optimization
Code Code Available 5 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 5 