Poster "model complexity" Papers

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

Pengqi Li, Lizhong Ding, Jiarun Fu et al.

NeurIPS 2025poster

Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks

Zirou Qiu, Abhijin Adiga, Madhav Marathe et al.

ICML 2024posterarXiv:2405.06884

Position: Quo Vadis, Unsupervised Time Series Anomaly Detection?

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

ICML 2024posterarXiv:2405.02678

Vanilla Bayesian Optimization Performs Great in High Dimensions

Carl Hvarfner, Erik Hellsten, Luigi Nardi

ICML 2024posterarXiv:2402.02229