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eess.SP2021
Model Mismatch Trade-offs in LMMSE Estimation
Martin Hellkvist, Ayça Özçelikkale
We consider a linear minimum mean squared error (LMMSE) estimation framework with model mismatch where the assumed model order is smaller than that of the underlying linear system…
stat.ML2021★ 7 cited
Chance-Constrained Active Inference
Thijs van de Laar, Ismail Senoz, Ayça Özçelikkale +1
Active Inference (ActInf) is an emerging theory that explains perception and action in biological agents, in terms of minimizing a free energy bound on Bayesian surprise. Goal-dire…