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Rafal Wisniewski

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Safe Reinforcement Learning for Constrained Markov Decision Processes with Stochastic Stopping Time

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Mar 23, 2024
Abhijit Mazumdar, Rafal Wisniewski, Manuela L. Bujorianu

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PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs

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Dec 15, 2023
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihaly Petreczky

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PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models

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Dec 30, 2022
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihaly Petreczky

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Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Model using Subspace Perturbation

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Sep 16, 2022
Qiongxiu Li, Jaron Skovsted Gundersen, Katrine Tjell, Rafal Wisniewski, Mads Græsbøll Christensen

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Optimal Prediction of Unmeasured Output from Measurable Outputs In LTI Systems

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Sep 06, 2021
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihaly Petreczky

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PAC-Bayesian theory for stochastic LTI systems

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Mar 25, 2021
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Alireza Fakhrizadeh Esfahani, Mihaly Petreczky

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