# Mahyar Fazlyab

According to our database

Collaborative distances:

^{1}, Mahyar Fazlyab authored at least 23 papers between 2014 and 2021.Collaborative distances:

## Timeline

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Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2021

Performance Bounds for Neural Network Estimators: Applications in Fault Detection.

CoRR, 2021

2020

A Control-Theoretic Approach to Analysis and Parameter Selection of Douglas-Rachford Splitting.

IEEE Control. Syst. Lett., 2020

Certifying Incremental Quadratic Constraints for Neural Networks via Convex Optimization.

CoRR, 2020

CoRR, 2020

CoRR, 2020

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Reach-SDP: Reachability Analysis of Closed-Loop Systems with Neural Network Controllers via Semidefinite Programming.

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Safety Verification and Robustness Analysis of Neural Networks via Quadratic Constraints and Semidefinite Programming.

CoRR, 2019

Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks.

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Probabilistic Verification and Reachability Analysis of Neural Networks via Semidefinite Programming.

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Proceedings of the 2019 American Control Conference, 2019

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

IEEE Trans. Autom. Control., 2018

Analysis of Optimization Algorithms via Integral Quadratic Constraints: Nonstrongly Convex Problems.

SIAM J. Optim., 2018

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Autom., 2017

Proceedings of the 2017 American Control Conference, 2017

A dynamical systems perspective to convergence rate analysis of proximal algorithms.

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Proceedings of the 2016 American Control Conference, 2016

2014

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014