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09/11/2023
The fine print on tempered posteriors
We conduct a detailed investigation of tempered posteriors and uncover a...
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07/19/2023
Europepolls: A Dataset of Country-Level Opinion Polling Data for the European Union and the UK
I propose an open dataset of country-level historical opinion polling da...
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06/22/2022
Cold Posteriors through PAC-Bayes
We investigate the cold posterior effect through the lens of PAC-Bayes g...
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09/06/2019
Better PAC-Bayes Bounds for Deep Neural Networks using the Loss Curvature
We investigate whether it's possible to tighten PAC-Bayes bounds for dee...
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05/23/2019
Some limitations of norm based generalization bounds in deep neural networks
Deep convolutional neural networks have been shown to be able to fit a l...
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05/21/2019
Revisiting hard thresholding for DNN pruning
The most common method for DNN pruning is hard thresholding of network w...
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03/12/2018