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Looking at [geoopt/manifolds/stereographic/math.py](https://github.com/geoopt/geoopt/blob/27a1e6fd825e2de923b8493bb8baf514f3f089ea/geoopt/manifolds/stereographic/math.py) and trying to learn about hyp…
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I've encountered a weird issue with alpha value selection in Hager-Zhang. Let me illustrate. Here are the values computed during bracketing:
```julia
alphas = [0.0, 1.0, 0.5, 0.25, 0.117978810820317…
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Hi,
Would it be possible to get more information about the supervised/semi-supervised version of UMAP with labels on the read the docs page? The example is already good but an explanation of the com…
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Following the progress with Ticket #30307, we propose to add computational functionalities with tensors via the tensor train decomposition, which is an idea originally named Matrix Product States in…
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## Keyword: sgd
### Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability
- **Authors:** Authors: Haoyi Xiong, Xuhong Li, Boyang Yu, Zhanxing Zhu, Dongrui Wu, Dejin…
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We need to build a bridge between Manifolds and Optimization routines. This issue is just a place to list ongoing conversations that are already happening in the community.
- JuliaManifolds/Manopt.jl…
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# Poincaré Embedding for Learning Hierarchical Representations
## Abstract
- Representation learning(표현학습)은 텍스트나 그래프 같은 symbolic 데이터에서 학습하기 위해 중요한 접근방법이 되고 있음.
- 그러나 복잡한 symbolic datasets이 잠재된 …
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I'm working on my MSc thesis (https://github.com/ErikBjare/thesis) and I am investigating the possibility for training models on public datasets and then using the learned model to train for a differe…
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I think I would like to get into a proper way of handling AD on manifolds. I know we have quite some issues open here (#17, JuliaManifolds/Manifolds.jl#42, JuliaManifolds/ManifoldDiff.jl#27, JuliaMani…
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## 🚀 Feature
It is a common issue in extending pytorch for general usage that it's functions allow only tensor inputs. However, some objects, that represent a tensor are better to be stored not as te…