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Distributed Online Linear Quadratic Control for Linear Time-invariant Systems
Classical linear quadratic (LQ) control centers around linear time-invar...
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Unconstrained Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems
The regret bound of dynamic online learning algorithms is often expresse...
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A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Space
In supervised learning using kernel methods, we encounter a large-scale ...
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Efficient Two-Step Adversarial Defense for Deep Neural Networks
In recent years, deep neural networks have demonstrated outstanding perf...
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Ting-Jui Chang
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