test accuracy
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- North America > United States > California > Santa Clara County > Palo Alto (0.05)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
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Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection
To speed up ACL, this paper proposes a robustness-aware coreset selection (RCS) method.
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- Oceania > New Zealand > North Island > Auckland Region > Auckland (0.04)
- Asia > Japan > Honshū > Kantō > Tokyo Metropolis Prefecture > Tokyo (0.04)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.50)
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- North America > United States > Maryland (0.04)
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Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training Yefan Zhou
However, such a global learning rate schedule does not take into account the structural characteristics of neural networks (NNs).
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- Europe > Switzerland > Zürich > Zürich (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Gradient Descent (0.46)
Sampling weights of deep neural networks Erik Lien Bolager
We introduce a probability distribution, combined with an efficient sampling algorithm, for weights and biases of fully-connected neural networks.
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- North America > Canada > Ontario > Toronto (0.14)
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.82)
Technology:
MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation
Neural Architecture Search (NAS) is a promising paradigm in automatic architecture engineering.
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- Asia > China > Beijing > Beijing (0.04)
- North America > Canada > Ontario > Toronto (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- North America > United States > California > Santa Clara County > Stanford (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
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