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Just a diagnostic idea for Sure Independence Screening:
Currently I use a shortcut to the score test to rank candidates for addition. Dropping of variables is driven by the SCAD penalized estimatio…
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Thanks for sharing this inspiring work!
I noticed in "get_params_list_with_shape" function, "idx += length" is not added. Without this, it seems like $\mu_i$ and $s$ may not be correctly assigned f…
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## Motivation
Currently, the Burn deep learning framework in Rust lacks support for 0-dimensional tensors (scalars). Adding support for 0-dimensional tensors would enhance the framework's capabilit…
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Thank you for the code!
When I ran the code on mnist like this `python train.py --dataset mnist`, I got the output `Validation Loss Statistics: min=nan, med=nan, mean=nan, max=nan` after training fo…
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### Describe the issue:
The Gaussian mixture classes (`WeightedGaussianMixture`, `GaussianMixtureWithPrior`) have methods that reorder the clusters, like `order_clusters_GM_weights` that orders the…
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Hello,
I have been looking at the code for the calculation of the minimum norm and there is an inconsistency, and some issues.
First, the Cholesky factorization approach:
Rc = chol…
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Could you double check that your small imagenet datasets are the same as http://image-net.org/small/train_32x32.tar, and http://image-net.org/small/valid_32x32.tar? As far as I know different preproce…
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**Submitting authors:** @rbouwer @farrandi @atabak-alishiri @salva-u
**Repository:** https://github.com/UBC-MDS/522-workflows-group-18
**Report link:** https://ubc-mds.github.io/522-workflows-gr…
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[Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks](https://arxiv.org/abs/1602.03616)
We can better understand deep neural …
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### 🚀 The feature, motivation and pitch
I'm working on a time-series dataset, and I stumbled upon a limitation withing pytorch's DataLoader that I'd like to address here.
I have a custom map-sty…