Binary perceptron: efficient algorithms can find solutions in a rare well-connected cluster
Author:
Affiliation:
1. EPFL, Switzerland
2. Princeton University, USA
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3519935.3519975
Reference22 articles.
1. Proof of the Contiguity Conjecture and Lognormal Limit for the Symmetric Perceptron
2. Storage capacity in symmetric binary perceptrons
3. Generalization Learning in a Perceptron with Binary Synapses
4. Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes
5. A Max-Sum algorithm for training discrete neural networks
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3. Distribution of the threshold for the symmetric perceptron;2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS);2023-11-06
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