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James Ferlez
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2020 – today
- 2023
- [j1]James Ferlez
, Yasser Shoukry
:
Polynomial-Time Reachability for LTI Systems With Two-Level Lattice Neural Network Controllers. IEEE Control. Syst. Lett. 7: 1105-1110 (2023) - [i11]Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque:
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency. CoRR abs/2302.06572 (2023) - [i10]Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque:
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge. CoRR abs/2302.12493 (2023) - 2022
- [c9]Ulices Santa Cruz, James Ferlez, Yasser Shoukry:
Safe-by-Repair: A Convex Optimization Approach for Repairing Unsafe Two-Level Lattice Neural Network Controllers. CDC 2022: 3383-3388 - [c8]James Ferlez, Haitham Khedr, Yasser Shoukry:
Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks. HSCC 2022: 23:1-23:11 - [i9]James Ferlez, Yasser Shoukry:
Polynomial-Time Reachability for LTI Systems with Two-Level Lattice Neural Network Controllers. CoRR abs/2209.09400 (2022) - 2021
- [c7]Haitham Khedr, James Ferlez
, Yasser Shoukry
:
PEREGRiNN: Penalized-Relaxation Greedy Neural Network Verifier. CAV (1) 2021: 287-300 - [c6]James Ferlez, Yasser Shoukry
:
Bounding the Complexity of Formally Verifying Neural Networks: A Geometric Approach. CDC 2021: 5104-5109 - [i8]Ulices Santa Cruz, James Ferlez, Yasser Shoukry:
Safe-by-Repair: A Convex Optimization Approach for Repairing Unsafe Two-Level Lattice Neural Network Controllers. CoRR abs/2104.02788 (2021) - [i7]James Ferlez, Yasser Shoukry:
Assured Neural Network Architectures for Control and Identification of Nonlinear Systems. CoRR abs/2109.10298 (2021) - [i6]James Ferlez, Haitham Khedr, Yasser Shoukry:
Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks. CoRR abs/2111.09293 (2021) - 2020
- [c5]James Ferlez
, Xiaowu Sun, Yasser Shoukry
:
Two-Level Lattice Neural Network Architectures for Control of Nonlinear Systems. CDC 2020: 2198-2203 - [c4]James Ferlez
, Yasser Shoukry
:
AReN: assured ReLU NN architecture for model predictive control of LTI systems. HSCC 2020: 6:1-6:11 - [i5]James Ferlez, Xiaowu Sun, Yasser Shoukry:
Two-Level Lattice Neural Network Architectures for Control of Nonlinear Systems. CoRR abs/2004.09628 (2020) - [i4]James Ferlez, Mahmoud Elnaggar, Yasser Shoukry, Cody H. Fleming:
ShieldNN: A Provably Safe NN Filter for Unsafe NN Controllers. CoRR abs/2006.09564 (2020) - [i3]Haitham Khedr, James Ferlez, Yasser Shoukry:
Effective Formal Verification of Neural Networks using the Geometry of Linear Regions. CoRR abs/2006.10864 (2020) - [i2]James Ferlez, Yasser Shoukry:
Bounding the Complexity of Formally Verifying Neural Networks: A Geometric Approach. CoRR abs/2012.11761 (2020)
2010 – 2019
- 2019
- [b1]James Ferlez:
Generalized Synchronization Trees. University of Maryland, College Park, MD, USA, 2019 - [i1]James Ferlez, Yasser Shoukry:
AReN: Assured ReLU NN Architecture for Model Predictive Control of LTI Systems. CoRR abs/1911.01608 (2019) - 2018
- [c3]James Ferlez
, Rance Cleaveland, Steven I. Marcus:
Bisimulation in Behavioral Dynamical Systems and Generalized Synchronization Trees. CDC 2018: 751-758 - 2017
- [c2]James Ferlez
, Rance Cleaveland, Steven I. Marcus:
Bisimulation and Hennessy-Milner Logic for Generalized Synchronization Trees. EXPRESS/SOS 2017: 35-50 - 2014
- [c1]James Ferlez
, Rance Cleaveland, Steven I. Marcus:
Generalized Synchronization Trees. FoSSaCS 2014: 304-319
Coauthor Index

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