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Local Repair of Neural Networks Using Optimization

Local Repair of Neural Networks Using Optimization

28 September 2021
K. Majd
Siyu Zhou
H. B. Amor
Georgios Fainekos
S. Sankaranarayanan
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Papers citing "Local Repair of Neural Networks Using Optimization"

5 / 5 papers shown
Title
Repairing Deep Neural Networks Based on Behavior Imitation
Repairing Deep Neural Networks Based on Behavior Imitation
Zhen Liang
Taoran Wu
Changyuan Zhao
Wanwei Liu
Bai Xue
Wenjing Yang
J. Wang
AAML
34
5
0
05 May 2023
Causal Repair of Learning-enabled Cyber-physical Systems
Causal Repair of Learning-enabled Cyber-physical Systems
Pengyuan Lu
I. Ruchkin
Matthew Cleaveland
O. Sokolsky
Insup Lee
16
2
0
06 Apr 2023
Reachability Analysis of Neural Networks with Uncertain Parameters
Reachability Analysis of Neural Networks with Uncertain Parameters
Pierre-Jean Meyer
13
0
0
14 Mar 2023
Safe Navigation in Human Occupied Environments Using Sampling and
  Control Barrier Functions
Safe Navigation in Human Occupied Environments Using Sampling and Control Barrier Functions
K. Majd
Shakiba Yaghoubi
Tomoya Yamaguchi
Bardh Hoxha
Danil Prokhorov
Georgios Fainekos
88
26
0
03 May 2021
Safe-by-Repair: A Convex Optimization Approach for Repairing Unsafe
  Two-Level Lattice Neural Network Controllers
Safe-by-Repair: A Convex Optimization Approach for Repairing Unsafe Two-Level Lattice Neural Network Controllers
Ulices Santa Cruz
James Ferlez
Yasser Shoukry
16
9
0
06 Apr 2021
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