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Found 7 papers, 0 papers with code
A Game-Theoretic Approach for PMU Deployment Against False Data Injection Attacks
Phasor Measurement Units (PMUs) are used in the measurement, control and protection of power grids.
The Impact of Load Altering Attacks on Distribution Systems with ZIP Loads
Load-altering attacks (LAAs) pose a significant threat to power systems with Internet of Things (IoT)-controllable load devices.
RNN-Based GNSS Positioning using Satellite Measurement Features and Pseudorange Residuals
In the Global Navigation Satellite System (GNSS) context, the growing number of available satellites has lead to many challenges when it comes to choosing the most accurate pseudorange contributions, given the strong impact of biased measurements on positioning accuracy, particularly in single-epoch scenarios.
Adaptive extra-gradient methods for min-max optimization and games
We present a new family of min-max optimization algorithms that automatically exploit the geometry of the gradient data observed at earlier iterations to perform more informative extra-gradient steps in later ones.
Online and stochastic optimization beyond Lipschitz continuity: A Riemannian approach
Motivated by applications to machine learning and imaging science, we study a class of online and stochastic optimization problems with loss functions that are not Lipschitz continuous; in particular, the loss functions encountered by the optimizer could exhibit gradient singularities or be singular themselves.
Online convex optimization and no-regret learning: Algorithms, guarantees and applications
Spurred by the enthusiasm surrounding the "Big Data" paradigm, the mathematical and algorithmic tools of online optimization have found widespread use in problems where the trade-off between data exploration and exploitation plays a predominant role.
Distributed stochastic optimization via matrix exponential learning
In this paper, we investigate a distributed learning scheme for a broad class of stochastic optimization problems and games that arise in signal processing and wireless communications.
