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Found 9 papers, 2 papers with code
Generalization Error Bounds for Learning under Censored Feedback
We then use this CDF error bound to provide a bound on the generalization error guarantees of a classifier trained on such non-IID data.
An advantage based policy transfer algorithm for reinforcement learning with metrics of transferability
In these environments, transfer RL algorithms, which can be used for the transfer of knowledge from one or multiple source environments to a target environment, have been shown to increase learning speed and improve initial and asymptotic performance.
Robust Control Barrier Functions for Sampled-Data Systems
This paper studies the problem of safe control of sampled-data systems under bounded disturbance and measurement errors with piecewise-constant controllers.
The Impact of Network Design Interventions on the Security of Interdependent Systems
We study the problem of defending a Cyber-Physical System (CPS) consisting of interdependent components with heterogeneous sensitivity to investments.
Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria
We consider two forms of dataset bias: errors by prior decision makers in the labeling process, and errors in measurement of the features of disadvantaged individuals.
Adaptive Data Debiasing through Bounded Exploration
Our proposed algorithm includes parameters that can be used to balance between the ultimate goal of removing data biases -- which will in turn lead to more accurate and fair decisions, and the exploration risks incurred to achieve this goal.
The Impact of Network Design Interventions on CPS Security
We then use numerical experiments to verify and evaluate how our proposed network interventions may be used to guide improvements in automotive security.
Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems
We model the behavioral biases of human decision-making in securing interdependent systems and show that such behavioral decision-making leads to a suboptimal pattern of resource allocation compared to non-behavioral (rational) decision-making.
BASCPS: How does behavioral decision making impact the security of cyber-physical systems?
We model the security investment decisions made by the defenders as a security game.
Cryptography and Security Computer Science and Game Theory
