Accelerating Deep Learning with Millions of Classes

von Yuan, Zhuoning
Veröffentlicht in ECCV (16. : 2020 : Online) Computer vision - ECCV 2020 ; Part 23 (2020)

FEDERATED DEEP AUC MAXIMIZATION FOR HETEROGENEOUS DATA WITH A CONSTANT COMMUNICATION COMPLEXITY

von YUAN, ZHUONING
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 16 of 16 (2022)

Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance

von Yuan, Zhuoning
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 31 of 33 (2023)