Supervising the Multi-Fidelity Race of Hyperparameter Configurations

von Wistuba, Martin
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 18 of 50 (2023)

Self-supervised Learning for Semi-supervised Time Series Classification

von Jawed, Shayan
Veröffentlicht in PAKDD (24. : 2020 : Online) Advances in knowledge discovery and data mining ; Part 1 (2020)

Weighted Personalized Factorizations for Network Classification with Approximated Relation Weights

von Rashed, Ahmed
Veröffentlicht in ICAART (11. : 2019 : Prag) Agents and artificial intelligence (2019)

Well-tuned Simple Nets Excel on Tabular Datasets

von Kadra, Arlind
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 29 of 36 (2022)

Multi-task Learning Curve Forecasting Across Hyperparameter Configurations and Datasets

von Jawed, Shayan
Veröffentlicht in ECML PKDD (2021 : Online) Machine Learning and Knowledge Discovery in Databases ; Part 1: Research Track (2021)

HIDRA: HEAD INITIALIZATION ACROSS DYNAMIC TARGETS FOR ROBUST ARCHITECTURES

von Drumond, Rafael Rego
Veröffentlicht in SIAM International Conference on Data Mining SIAM International Conference on Data Mining 2020 (2021)

Ring-Star: A Sparse Topology for Faster Model Averaging in Decentralized Parallel SGD

von Jameel, Mohsan
Veröffentlicht in ECML PKDD (4. : 2019 : Würzburg) Machine learning and knowledge discovery in databases ; Part 1 (2020)

A Deep Multi-task Approach for Residual Value Forecasting

von Rashed, Ahmed
Veröffentlicht in ECML PKDD (4. : 2019 : Würzburg) Machine learning and knowledge discovery in databases ; Part 3 (2020)

Zero-Shot AutoML with Pretrained Models

von Öztürk, Ekrem
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 21 of 33 (2023)