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Robust error bounds for quantised and pruned neural networks
v1v2 (latest)

Robust error bounds for quantised and pruned neural networks

Conference on Learning for Dynamics & Control (L4DC), 2020
30 November 2020
Jiaqi Li
R. Drummond
S. Duncan
ArXiv (abs)PDFHTML

Papers citing "Robust error bounds for quantised and pruned neural networks"

3 / 3 papers shown
Convex neural network synthesis for robustness in the 1-norm
Convex neural network synthesis for robustness in the 1-norm
Ross Drummond
Chris Guiver
Matthew C. Turner
AAML
166
2
0
29 May 2024
Structured Bayesian Compression for Deep Neural Networks Based on The
  Turbo-VBI Approach
Structured Bayesian Compression for Deep Neural Networks Based on The Turbo-VBI ApproachIEEE Transactions on Signal Processing (IEEE TSP), 2023
Cheng-Gang Xia
Danny H. K. Tsang
Vincent K. N. Lau
BDL
169
8
0
21 Feb 2023
QEBVerif: Quantization Error Bound Verification of Neural Networks
QEBVerif: Quantization Error Bound Verification of Neural NetworksInternational Conference on Computer Aided Verification (CAV), 2022
Yedi Zhang
Fu Song
Jun Sun
MQ
308
13
0
06 Dec 2022
1
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