"model complexity" Papers

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Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient

George Wang, Jesse Hoogland, Stan van Wingerden et al.

ICLR 2025arXiv:2410.02984
24
citations

Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks

Xianyang Zhang, Huijuan Zhou

ICLR 2025arXiv:2410.08026
7
citations

Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity

Pengqi Li, Lizhong Ding, Jiarun Fu et al.

NEURIPS 2025

Boosting Adversarial Training via Fisher-Rao Norm-based Regularization

Xiangyu Yin, Wenjie Ruan

CVPR 2024arXiv:2403.17520
13
citations

Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks

Zirou Qiu, Abhijin Adiga, Madhav Marathe et al.

ICML 2024arXiv:2405.06884
1
citations

Position: Quo Vadis, Unsupervised Time Series Anomaly Detection?

M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer et al.

ICML 2024arXiv:2405.02678
11
citations

Vanilla Bayesian Optimization Performs Great in High Dimensions

Carl Hvarfner, Erik Hellsten, Luigi Nardi

ICML 2024arXiv:2402.02229
72
citations