Deividas Eringis

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Predictive State Representations

Top Venues

Publications

Deividas Eringis, John Leth, Zheng-Hua Tan, Rafael Wisniewski, Mihály Petreczky
PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs. AAAI (2024)
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihály Petreczky
PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs. CoRR (2023)
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafael Wisniewski, Mihály Petreczky
PAC-Bayesian bounds for learning LTI-ss systems with input from empirical loss. CoRR (2023)
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihály Petreczky
Explicit construction of the minimum error variance estimator for stochastic LTI-ss systems. Autom. 153 (2023)
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihály Petreczky
PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models. CoRR (2022)
Krisztian Mark Balla, Deividas Eringis, Mohamad Al Ahdab, Jan Dimon Bendtsen, Carsten Skovmose Kallesøe, Carlos Ocampo-Martinez
Learning-Based Predictive Control with Gaussian Processes: An Application to Urban Drainage Networks. ACC (2022)
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Alireza Fakhrizadeh Esfahani, Mihály Petreczky
PAC-Bayesian theory for stochastic LTI systems. CDC (2021)
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Alireza Fakhrizadeh Esfahani, Mihály Petreczky
PAC-Bayesian theory for stochastic LTI systems. CoRR (2021)
Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihály Petreczky
Optimal Prediction of Unmeasured Output from Measurable Outputs In LTI Systems. CoRR (2021)