Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 3 of 3 for “"uniform stability"”.
-
Studies in system representation and control
… a necessary and sufficient condition for robust stability. But if the model class is a closed set, the expected condition is only sufficient but not necessary. Same results hold for robust performance as well. Also, there is an equivalence between robust stability and robust performance problems …
-
Uniform positive recurrence and long term behavior of Markov decision processes, with applications in sensor scheduling
… we show a number of new results relating to stability, optimal control, and value iteration algorithms for discrete-time Markov decision processes (MDPs). First, we adapt two recent results in controlled diffusion processes to suit countable state MDPs by making assumptions that approximate …
-
Provable stability defenses for targeted data poisoning
… raising suspicion. We suggest algorithmic stability as a sufficient condition for robustness against data poisoning, construct upper bounds on the possible effectiveness of data poisoning attacks against stable algorithms, and propose an algorithm that provides resilience against popular …