
SecureUCB: Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification
This paper studies bandit algorithms under data poisoning attacks in a b...
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Sequential Choice Bandits with Feedback for Personalizing users' experience
In this work, we study sequential choice bandits with feedback. We propo...
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Control Barriers in Bayesian Learning of System Dynamics
This paper focuses on learning a model of system dynamics online while s...
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Learningbased attacks in CyberPhysical Systems: Exploration, Detection, and Control Cost tradeoffs
We study the problem of learningbased attacks in linear systems, where ...
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Probabilistic Safety Constraints for Learned High Relative Degree System Dynamics
This paper focuses on learning a model of system dynamics online while s...
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Associative Convolutional Layers
Motivated by the necessity for parameter efficiency in distributed machi...
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Towards a NonStochastic Information Theory
The δmutual information between uncertain variables is introduced as a ...
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Theory and implementation of eventtriggered stabilization over digital channels
In the context of eventtriggered control, the timing of the triggering ...
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Online learning with feedback graphs and switching costs
We study online learning when partial feedback information is provided f...
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Unifying the stochastic and the adversarial Bandits with Knapsack
This paper investigates the adversarial Bandits with Knapsack (BwK) onli...
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Authentication of cyberphysical systems under learningbased attacks
The problem of attacking and authenticating cyberphysical systems is co...
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Distributed Chernoff Test: Optimal decision systems over networks
In this work, we propose two different sequential and adaptive hypothesi...
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Eventtriggering stabilization of real and complex linear systems with disturbances over digital channels
In the same way that subsequent pauses in spoken language are used to co...
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Evolution and Steady State of a LongRange TwoDimensional SchellingType Spin System
We consider a longrange interacting particle system in which binary par...
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Evolution and Steady State of a LongRange TwoDimensional Schelling Spin System
We consider a longrange interacting particle system in which binary par...
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Stabilizing a linear system using phone calls
We consider the problem of stabilizing an undisturbed, scalar, linear sy...
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Eventtriggered stabilization of disturbed linear systems over digital channels
We present an eventtriggered control strategy for stabilizing a scalar,...
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Massimo Franceschetti
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