{"total":14,"rows":[{"id":"2308.05566","title":"AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting","created":"2023-08-10","cited_by_count":36,"area":null},{"id":"2306.08107","title":"AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks","created":"2023-06-13","cited_by_count":35,"area":null},{"id":"2401.03717","title":"Universal Time-Series Representation Learning: A Survey","created":"2024-01-08","cited_by_count":30,"area":null},{"id":"2303.12797","title":"An algorithmic framework for the optimization of deep neural networks architectures and hyperparameters","created":"2023-02-27","cited_by_count":6,"area":null},{"id":"2211.15092","title":"Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting","created":"2022-11-28","cited_by_count":3,"area":null},{"id":"2405.08842","title":"Automated Deep Learning for Load Forecasting","created":"2024-05-14","cited_by_count":3,"area":null},{"id":"2406.05088","title":"Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach","created":"2024-06-07","cited_by_count":3,"area":null},{"id":"2510.06419","title":"Test-Time Efficient Pretrained Model Portfolios for Time Series Forecasting","created":"2025-10-07","cited_by_count":2,"area":null},{"id":"2312.08528","title":"auto-sktime: Automated Time Series Forecasting","created":"2023-12-13","cited_by_count":1,"area":null},{"id":"2211.04976","title":"Workload Forecasting of a Logistic Node Using Bayesian Neural Networks","created":"2022-11-09","cited_by_count":0,"area":null},{"id":"2311.04034","title":"Impact of HPO on AutoML Forecasting Ensembles","created":"2023-11-07","cited_by_count":0,"area":null},{"id":"2403.04477","title":"Hyperparameter Tuning MLPs for Probabilistic Time Series Forecasting","created":"2024-03-07","cited_by_count":0,"area":null},{"id":"2412.00419","title":"AutoPQ: Automating Quantile estimation from Point forecasts in the context of sustainability","created":"2024-11-30","cited_by_count":0,"area":null},{"id":"2511.15350","title":"Multi-layer Stack Ensembles for Time Series Forecasting","created":"2025-11-19","cited_by_count":0,"area":null}],"next_cursor":null}