Wesley Maddox
Wesley Maddox
Hi, I'm attempting to use the jax backend (hopefully this is the correct version of the call) to compute pivoted cholesky decompositions of PSD matrices, but am running into errors...
# 🐛 Bug LKJCholeskyFactorPrior fails on the GPU. This also takes out GPU support for botorch's `KroneckerMultiTaskGP` @Balandat ## To reproduce ** Code snippet to reproduce ** ```python import torch...
# 🚀 Feature Request This is somewhere between a bug and feature request. Attempting to use spectral mixture kernels on reasonably sized data (100 x 100 grids) but it OOMs...
# 🐛 Bug Looks like the normalize transform is incorrectly double-batching the posterior but only after training the model. Not entirely sure where the bug is in here: ## To...
Adds the code to reproduce Figure 7b (olivetti dataset) and Table 1 (unsupervised to supervised experiments) of https://arxiv.org/pdf/2103.01439.pdf that had not been included in the public version previously. Let me...
Hi Brendan, Thanks for providing this implementation! I've found it very useful when getting into segmentation. Like you, I was attempting to reproduce the baseline from the [100-Layer Tiramisu paper](https://arxiv.org/abs/1611.09326)....
Logging https://github.com/cornellius-gp/gpytorch/issues/1395 here as well. It's probably more useful for LinearOperator.
Clone of gpytorch PR: https://github.com/cornellius-gp/gpytorch/pull/1394 so that its not forgotten. I can add it in for PSDLinearOperators later.
Hi, Opening this PR for our NeurIPS paper, [Function Space Distributions over Kernels](http://roseyu.com/time-series-workshop/submissions/2019/timeseries-ICML19_paper_52.pdf) (sorry it's not on arxiv yet). Basically, we parameterize stationary kernels with (latent) Gaussian processes and then...