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What would be the best/least-disruptive way to enable a `sample'` function that can sample from a distribution and additionally return the probability of the sample it returns from the distribution?
I…
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Following https://github.com/blei-lab/edward/issues/181.
I have played around with VAEs a bit but still haven't figured out how to get the reconstruction for one given sample and accordingly how to…
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The discussion/conclusion currently goes like this:
### Discussion
* We underestimate uncertainties
* mostly due to multi-modality
* might be due to kernel choice
* QP kernel is effective t…
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This issue highlights the work that can be done in the future. For the final report of my GSoC project, see [this](http://samagrasharma.co/2018/08/10/GSoC-Final-Report.html) post.
* There is tremen…
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Hey everyone,
So far we've been thinking of graph theory tools as being the main tool to do a job that would give us our desired result. Like estimate a connectome, or figure out how to divide the br…
whock updated
9 years ago
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It'd be great to have high profile model examples which we can highlight on the front page. Some ideas:
- [x] Bayesian linear regression
- [x] Hierarchical generalized linear model
- [x] Mixture mo…
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First, do the version that scales O(n) per generation where n is the number of data points (resulting in an O(n^2) Gibbs sweep).
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### Open Task RFP for Porting real-world ML model(s) into ZK
Project: [Porting real-world ML model(s) into ZK](https://github.com/privacy-scaling-explorations/acceleration-program/issues/3)
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Top-scoring alignments with scores well over the relevant threshold seem to be discarded when they also contain insertions. For instance, the following V alignment will not be included in the n_V_alig…