Hi Ciira,

I have made a few observations about the proposed GP with Bernoulli noise model.

Please take a look and we can discuss at the end of today's rainqc meeting if you are attending.

Cheers,
Tema

On Wed, Sep 7, 2022 at 5:05 AM Ciira Maina <cwamaina.dekut@gmail.com> wrote:

[This email originated from outside of OSU. Use caution with links and attachments.]

Hi Tom and all,

This looks interesting. I think there may be some ways to link the variational approach to this.

I have looked at the variational approach and done a few experiments. There are a number of issues to look into but I think it is promising so far.

Ciira

On Tue, Sep 6, 2022 at 6:20 PM Dietterich, Thomas <tgd@oregonstate.edu> wrote:

I spent the weekend running experiments on the latent precipitation model. Instead of fitting the model with Bernoulli noise, I fit it with Gaussian noise (which is tractable). It works pretty well on the Oklahoma data. We can discuss this on Wednesday.

 

--Tom

 

Thomas G. Dietterich, Distinguished Professor Voice: 541-737-5559

School of Electrical Engineering              FAX: 541-737-1300

  and Computer Science                        URL: eecs.oregonstate.edu/~tgd

US Mail: 1148 Kelley Engineering Center

Office: 2067 Kelley Engineering Center

Oregon State Univ., Corvallis, OR 97331-5501

 

--
Rainqc-jobman mailing list
Rainqc-jobman@ENGR.ORST.EDU
https://it.engineering.oregonstate.edu/mailman/listinfo/rainqc-jobman


--
Ciira Maina, Ph.D.
Snr. Lecturer, Department of Electrical and Electronic Engineering,
Director, Centre for Data Science and Artificial Intelligence (DSAIL),
Dedan Kimathi University of Technology.
Nyeri-Kenya
--
Rainqc-jobman mailing list
Rainqc-jobman@ENGR.ORST.EDU
https://it.engineering.oregonstate.edu/mailman/listinfo/rainqc-jobman