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2020 – today
- 2024
[j3]Ting-Jui Chang
, Shahin Shahrampour:
Regret Analysis of Distributed Online LQR Control for Unknown LTI Systems. IEEE Trans. Autom. Control. 69(1): 667-673 (2024)- [i9]Ting-Jui Chang, Shahin Shahrampour:
Regret Analysis of Policy Optimization over Submanifolds for Linearly Constrained Online LQG. CoRR abs/2403.08553 (2024) - 2023
- [j2]Ting-Jui Chang, Sapana Chaudhary, Dileep Kalathil, Shahin Shahrampour:
Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-convex Problems. Trans. Mach. Learn. Res. 2023 (2023) - [i8]Ting-Jui Chang, Sapana Chaudhary, Dileep Kalathil, Shahin Shahrampour:
Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-convex Problems. CoRR abs/2302.12320 (2023) - [i7]Ting-Jui Chang, Shahin Shahrampour:
Regret Analysis of Distributed Online Control for LTI Systems with Adversarial Disturbances. CoRR abs/2310.03206 (2023) - 2022
- [j1]Ting-Jui Chang, Shahin Shahrampour:
RFN: A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Spaces. IEEE Trans. Signal Process. 70: 5308-5319 (2022) - [c4]Ting-Jui Chang, Shahin Shahrampour:
Distributed Online System Identification for LTI Systems Using Reverse Experience Replay. CDC 2022: 6672-6677 - [i6]Ting-Jui Chang, Shahin Shahrampour:
Distributed Online System Identification for LTI Systems Using Reverse Experience Replay. CoRR abs/2207.01062 (2022) - 2021
- [c3]Ting-Jui Chang, Shahin Shahrampour:
On Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems. AAAI 2021: 6966-6973 - [c2]Ting-Jui Chang, Shahin Shahrampour:
Distributed Online Linear Quadratic Control for Linear Time-invariant Systems. ACC 2021: 923-928 - [i5]Ting-Jui Chang, Shahin Shahrampour:
Regret Analysis of Distributed Online LQR Control for Unknown LTI Systems. CoRR abs/2105.07310 (2021) - 2020
- [c1]Ting-Jui Chang, Shahin Shahrampour:
Global Convergence of Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Space. ACSSC 2020: 1222-1226 - [i4]Shahin Shahrampour, Ting-Jui Chang:
A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Space. CoRR abs/2002.04753 (2020) - [i3]Ting-Jui Chang, Shahin Shahrampour:
Unconstrained Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems. CoRR abs/2006.03912 (2020) - [i2]Ting-Jui Chang, Shahin Shahrampour:
Distributed Online Linear Quadratic Control for Linear Time-invariant Systems. CoRR abs/2009.13749 (2020)
2010 – 2019
- 2018
- [i1]Ting-Jui Chang, Yukun He, Peng Li:
Efficient Two-Step Adversarial Defense for Deep Neural Networks. CoRR abs/1810.03739 (2018)
Coauthor Index
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