automated machine learning

Difficulty-Aware Learning Curve Extrapolation AAAI 2026 Gradient Span Algorithms Make Predictable Progress in High Dimension JMLR 2026 PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning AAAI 2026 ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model AAAI 2025 AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025 AutoIntent: AutoML for Text Classification EMNLP 2025 Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution IJCAI 2025 AutoML Meets Hugging Face: Domain-Aware Pretrained Model Selection for Text Classification NAACL 2025 AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks AAAI 2025 AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering COLING 2025 AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks AAAI 2025 DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning JMLR 2025 Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025 Improving N-Glycosylation and Biopharmaceutical Production Predictions Using AutoML-Built Residual Hybrid Models AISTATS 2025 Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners AISTATS 2025 Two-Stage Feature Generation with Transformer and Reinforcement Learning IJCAI 2025 XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025 AMLB: an AutoML Benchmark JMLR 2024 AutoCD: Automated Machine Learning for Causal Discovery Algorithms PGM 2024 Instance-Level Metalearning for Outlier Detection IJCAI 2024 Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024 OpenBox: A Python Toolkit for Generalized Black-box Optimization JMLR 2024 AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks AutoML 2023 Arabic Topic Classification in the Generative and AutoML Era EMNLP 2023 AutoGluon–TimeSeries: AutoML for Probabilistic Time Series Forecasting AutoML 2023