2024 Poster "nonlinear representation learning" Papers

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Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples

Thomas T. Zhang, Bruce Lee, Ingvar Ziemann et al.

ICML 2024posterarXiv:2410.11227

Robustness of Nonlinear Representation Learning

Simon Buchholz, Bernhard Schölkopf

ICML 2024posterarXiv:2503.15355