LARGE SCALE STRUCTURE OF NEURAL NETWORK LOSS LANDSCAPES

von Fort, Stanislav
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 9 of 20 (2020)

Exploring the Limits of Out-of-Distribution Detection

von Fort, Stanislav
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 9 of 36 (2022)

ANALYZYING MONOTONIC LINEAR INTERPOLATION IN NEURAL NETWORK LOSS LANDSCAPES

von LUCAS, JAMES
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 9 of 16 (2022)

DEEP LEARNING VERSUS KERNEL LEARNING: AN EMPIRICAL STUDY OF LOSS LANDSCAPE GEOMETRY AND THE TIME EVOLUTION OF THE NEURAL TANGENT KERNEL

von Fort, Stanislav
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 8 of 27 (2021)