Hyperparameter Optimization via Sequential Uniform Designs Sep 8, 2020 AutoML global-optimization
Code Code Available 5 I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search Feb 20, 2025 AutoML Code Generation
Code Code Available 5 Learning meta-features for AutoML Sep 29, 2021 AutoML
Code Code Available 5 AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model Sep 6, 2024 Attribute AutoML
Code Code Available 5 Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available 5 Hyperparameter optimization in deep multi-target prediction Nov 8, 2022 AutoML Benchmarking
Code Code Available 5 HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO Sep 14, 2021 AutoML Hyperparameter Optimization
Code Code Available 5 Architecture Disentanglement for Deep Neural Networks Mar 30, 2020 AutoML Disentanglement
Code Code Available 5 AutoSF: Searching Scoring Functions for Knowledge Graph Embedding Apr 26, 2019 AutoML Graph Embedding
Code Code Available 5 An Information Theory-inspired Strategy for Automatic Network Pruning Aug 19, 2021 AutoML Model Compression
Code Code Available 5 ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning Sep 27, 2024 AutoML Benchmarking
Code Code Available 5 Is Mamba Capable of In-Context Learning? Feb 5, 2024 AutoML In-Context Learning
Code Code Available 5 FLAML: A Fast and Lightweight AutoML Library Nov 12, 2019 AutoML Hyperparameter Optimization
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 Cardea: An Open Automated Machine Learning Framework for Electronic Health Records Oct 1, 2020 Automated Feature Engineering AutoML
Code Code Available 5 GAMA: a General Automated Machine learning Assistant Jul 9, 2020 AutoML Benchmarking
Code Code Available 5 LEMUR Neural Network Dataset: Towards Seamless AutoML Apr 14, 2025 AutoML Benchmarking
Code Code Available 5 auto-sktime: Automated Time Series Forecasting Dec 13, 2023 AutoML Bayesian Optimization
Code Code Available 5 AIPerf: Automated machine learning as an AI-HPC benchmark Aug 17, 2020 AutoML Benchmarking
Code Code Available 5 Evolutionary Neural AutoML for Deep Learning Feb 18, 2019 AutoML Deep Learning
Code Code Available 5 Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation Nov 3, 2022 AutoML Causal Inference
Code Code Available 5 Bilinear Scoring Function Search for Knowledge Graph Learning Jul 1, 2021 AutoML Graph Embedding
Code Code Available 5 Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis Feb 28, 2025 AutoML Intrusion Detection
Code Code Available 5 Extensible Proxy for Efficient NAS Oct 17, 2022 AutoML Neural Architecture Search
Code Code Available 5 AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering Nov 7, 2024 AutoML Hyperparameter Optimization
Code Code Available 5 Efficient Hyper-parameter Search for Knowledge Graph Embedding May 1, 2022 AutoML Graph Embedding
Code Code Available 5 Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding Apr 22, 2021 AutoML Graph Embedding
Code Code Available 5 AutoML Two-Sample Test Jun 17, 2022 AutoML scientific discovery
Code Code Available 5 AutoDC: Automated data-centric processing Nov 23, 2021 AutoML Data Augmentation
Code Code Available 5 Efficient AutoML Pipeline Search with Matrix and Tensor Factorization Jun 7, 2020 AutoML
Code Code Available 5 AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 May 20, 2020 3D Semantic Segmentation AutoML
Code Code Available 5 Embedding in Recommender Systems: A Survey Oct 28, 2023 AutoML Collaborative Filtering
Code Code Available 5 AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks Feb 23, 2024 AutoML Hyperparameter Optimization
Code Code Available 5 Efficient End-to-End AutoML via Scalable Search Space Decomposition Jun 19, 2022 AutoML Feature Engineering
Code Code Available 5 Fast Optimizer Benchmark Jun 26, 2024 AutoML Graph Learning
Code Code Available 5 AutoML for Climate Change: A Call to Action Oct 7, 2022 AutoML
Code Code Available 5 Conditional Positional Encodings for Vision Transformers Feb 22, 2021 AutoML Classification
Code Code Available 5 AutoField: Automating Feature Selection in Deep Recommender Systems Apr 19, 2022 AutoML feature selection
Code Code Available 5 DriveML: An R Package for Driverless Machine Learning May 1, 2020 AutoML BIG-bench Machine Learning
Code Code Available 5 AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data Sep 9, 2021 AutoML BIG-bench Machine Learning
Code Code Available 5 AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks Jun 15, 2020 AutoML Knowledge Distillation
Code Code Available 5 AutoGL: A Library for Automated Graph Learning Apr 11, 2021 AutoML BIG-bench Machine Learning
Code Code Available 5 AutoML: A Survey of the State-of-the-Art Aug 2, 2019 AutoML Feature Engineering
Code Code Available 5 Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? Jun 12, 2020 AutoML Neural Architecture Search
Code Code Available 5 EA-HAS-Bench:Energy-Aware Hyperparameter and Architecture Search Benchmark May 1, 2023 AutoML
Code Code Available 5 Deep Pipeline Embeddings for AutoML May 23, 2023 Automatic Machine Learning Model Selection AutoML
Code Code Available 5 Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization May 3, 2021 AutoML Hyperparameter Optimization
Code Code Available 5 Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning Mar 27, 2020 AutoML Bayesian Optimization
Code Code Available 5 DHP: Differentiable Meta Pruning via HyperNetworks Mar 30, 2020 AutoML Denoising
Code Code Available 5 Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept Drift Nov 30, 2019 AutoML BIG-bench Machine Learning
Code Code Available 5 