UCB-based Algorithms for Multinomial Logistic Regression Bandits

von Amani, Sanae
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 4 of 36 (2022)

Fast Convergence in Learning Two-Layer Neural Networks with Separable Data

von Taheri, Hossein
Veröffentlicht in AAAI Conference on Artificial Intelligence (37. : 2023 : Washington, DC; Online) 37th AAAI Conference on Artificial Intelligence (AAAI-23) ; Volume 8, part 2 of 2 (2023)

Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation

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

STAGE-WISE CONSERVATIVE LINEAR BANDITS

von Moradipari, Ahmadreza
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 14 of 27 (2021)

Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View

von Thrampoulidis, Christos
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 11 of 27 (2021)

Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently

von Sun, Haoyuan
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 40 of 50 (2023)

SAFE REINFORCEMENT LEARNING WITH LINEAR FUNCTION APPROXIMATION

von AMANI, SANAE
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 1 of 16 (2022)

Label-Imbalanced and Group-Sensitive Classification under Overparameterization

von Kini, Ganesh Ramachandra
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 23 of 36 (2022)

FedNest: Federated Bilevel, Minimax, and Compositional Optimization

von Tarzanagh, Davoud Ataee
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 26 of 33 (2023)

Imbalance Trouble: Revisiting Neural-Collapse Geometry

von Thrampoulidis, Christos
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 35 of 50 (2023)

AutoBalance: Optimized Loss Functions for Imbalanced Data

von Li, Mingchen
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 4 of 36 (2022)