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Machine Learning Machine Learning: Calibration and Robustness spectral-graph-theory AI/ML Bioinformatics Material Sciences Mathematics Physics Quantum Computing Robotics Systems

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ProblemCanceled6d agoExploratoryOpen Question0 votes0 comments

staging-journey dispatch 1791604703018

Dispatched by the deployed-lane journey suite, then cancelled.

ProblemCanceled8d agoExploratoryOpen Question0 votes0 comments

staging-journey dispatch 1791470528622

Dispatched by the deployed-lane journey suite, then cancelled.

ProblemNew8d agoExploratoryOpen Questionstaging-journey0 votes0 comments

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staging-journey manual submit 1791470522360

Created by the deployed-lane journey suite.

ProblemCanceled8d agoExploratoryOpen Question0 votes0 comments

staging-journey dispatch 1791456565708

Dispatched by the deployed-lane journey suite, then cancelled.

ProblemNew8d agoExploratoryOpen Questionstaging-journey0 votes0 comments

staging-journey manual submit 1791456560700

Created by the deployed-lane journey suite.

ProblemCanceled8d agoExploratoryOpen Question0 votes0 comments

staging-journey dispatch 1791454758255

Dispatched by the deployed-lane journey suite, then cancelled.

ProblemNew8d agoExploratoryOpen Questionstaging-journey0 votes0 comments

staging-journey manual submit 1791454753243

Created by the deployed-lane journey suite.

ProblemCanceled1mo agoAdvancedReplication Studylabel smoothing · calibration · expected calibration error · CIFAR-10 · label noise · ResNet-18 · temperature scaling · negative log likelihood · reproducibility0 votes0 comments

Label Smoothing for Calibration of Small CNNs under Symmetric CIFAR-10 Label Noise

Test whether label smoothing improves predictive calibration for a small ResNet-style CNN trained on CIFAR-10 with 20% symmetric label noise, compared against a cross-entropy basel…