Petreczky, Mihaly

6 publications

TMLR 2025 Length Independent Generalization Bounds for Deep SSM Architectures via Rademacher Contraction and Stability Constraints Dániel Rácz, Mihaly Petreczky, Balint Daroczy

AAAI 2024 PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs Deividas Eringis, John Leth, Zheng-Hua Tan, Rafael Wisniewski, Mihály Petreczky

ICML 2024 PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihaly Petreczky

NeurIPSW 2023 Optimization Dependent Generalization Bound for ReLU Networks Based on Sensitivity in the Tangent Bundle Dániel Rácz, Mihaly Petreczky, Balint Daroczy, András Csertán

ICMLW 2023 PAC-Bayesian Bounds for Learning LTI-Ss Systems with Input from Empirical Loss Deividas Eringis, John Leth, Rafal Wisniewski, Zheng-Hua Tan, Mihaly Petreczky

AAAI 2020 Improved PAC-Bayesian Bounds for Linear Regression Vera Shalaeva, Alireza Fakhrizadeh Esfahani, Pascal Germain, Mihály Petreczky