Shih Ching Fu · @shihchingfu
122 followers · 311 posts · Server bayes.club

I'm not sure how I've missed them until now, but the “ ” book series by Kevin P. Murphy is outstanding. Such a comprehensive yet accessible distillation of concepts making it an excellent (teaching) reference. Just take a look at the contents page of Book 2: Advanced Topics! probml.github.io/pml-book/ and did I mention its accompanying repo? github.com/probml/pyprobml

#probabilistic #machine #learning #python #GitHub #statistics

Last updated 1 year ago

Leonardo Grando · @lgrando123
106 followers · 332 posts · Server sciencemastodon.com

TODO: Try in future

"Pyro is a language built on and PyTorch."

pyro.ai/

#probabilistic #programming #python

Last updated 1 year ago

Adam 🐭 · @ajmaus
294 followers · 592 posts · Server aus.social

“A team of researchers from the Massachusetts Institute of Technology has achieved a milestone in technologies, demonstrating for the first time the control of quantum randomness.”

"Our discovery of controllable quantum randomness not only allows us to revisit decades-old concepts in quantum but also opens up potential in computing and ultra-precise field sensing."

“Probabilistic computing [is] well-suited to simulate physical phenomena and tackle optimization problems where multiple solutions could exist and where exploration of various possibilities can lead to a better solution.”

phys.org/news/2023-07-quantum-

#quantum #optics #probabilistic #mit #physics

Last updated 1 year ago

Martin Trapp · @trappmartin
619 followers · 439 posts · Server ellis.social

Finally, I managed to write another blog post. In the post I am essentially talking about works (mostly) by Alessandro Rudi and coauthors on models such as with parameters.

Check out: trappmartin.github.io/website/

I will likely go into details of some of the aspects of this new family of models in follow up posts.

Let me know what you think about the blog post. Too high level or just right? Or any other feedback?

#tractable #probabilistic #mixtures #negative

Last updated 1 year ago

Martin Trapp · @trappmartin
612 followers · 407 posts · Server ellis.social

I'm back in Helsinki and super excited about my course on modelling at ! Looking forward to explore the space and limitations of computations in with students.

#tractable #probabilistic #aaltouniversity #probabilisticmodels

Last updated 2 years ago

Marcin Paprzycki · @marcinpaprzycki
9 followers · 150 posts · Server masto.ai

Preliminary list of FedCSIS Keynotes has been announced. Come to the conference to listen to Prof. Marta Kwiatkowska, Professor of Computing Systems and Fellow of Trinity College, University of Oxford. Abstract available at: lnkd.in/dPmFU2bR

#probabilistic #systems #ai #robotics

Last updated 2 years ago

GregCocks · @GregCocks
30 followers · 48 posts · Server techhub.social

The Sources Of Sea-Level Changes In The Mediterranean Sea Since 1960
--
doi.org/10.1029/2022JC019061 <-- shared paper
--
KEY POINTS:
• The average rate of sea-level rise in the Mediterranean Sea increased from −0.3 mm yr−1 in the period 1960–1989 to 3.6 mm yr−1 in 2000–2018
• Sterodynamic and land-mass changes both have made comparable contributions to the Mediterranean sea-level rise since 2000
• Since 2000, sea level has been rising faster in the Adriatic, Aegean, and Levantine Seas than anywhere else in the Mediterranean Sea…”
--

#gis #spatial #mapping #mediterranean #climatechange #slr #sealevelrise #model #modeling #remotesensing #history #change #trends #satellite #altimetry #tideguages #gauges #hydrography #hydrospatial #spatialanalysis #probabilistic #baysean #glacier #melting

Last updated 2 years ago

Martin Trapp · @trappmartin
497 followers · 108 posts · Server ellis.social

I will have an open position @AaltoUniversity on .

The internship will be within Aalto's program, which is an excellent opportunity! See project 4116 in the announcement below.

🔗 aalto.fi/en/aalto-science-inst

#internship #probabilistic #circuits #asci #machinelearning

Last updated 2 years ago

German Vidal · @the_heruman
194 followers · 2 posts · Server mastodon.acm.org

Hello World!

I'm a Prof. of at VRAIN/UPV (València, Spain), mainly working on (explainable, symbolic) artificial , () , term , , , programming , computing, program , and . 


I plan to use this account mostly for scientific matters, but not only. I'm also quite interested in , , , , , etc, etc.

#computerscience #intelligence #ai #xai #probabilistic #logic #programming #rewriting #causality #concurrency #languages #reversible #verification #debugging #photography #sciencefiction #travel #movies #series

Last updated 2 years ago

Finnish Center for AI · @FCAI
267 followers · 161 posts · Server mastodon.online

Online seminar TODAY:
💡 Score-based Generative Models on Riemannian manifolds
👨‍🔬 Emile Mathieu @mathieuemile@twitter.com
🗓️ Thursday Dec. 15, 15:00 EET
🔗 aaltoml.github.io/apml/
cc @trappmartin

#machinelearning #probabilistic

Last updated 2 years ago

antonio vergari · @nolovedeeplearning
402 followers · 194 posts · Server mastodon.social

is likely the best conference for and .

Consider submitting to

📆Deadline: 17 Feb AOE

👉auai.org/uai2023/call_for_pape

#uai #probabilistic #modeling #learning #reasoning #uai2023

Last updated 2 years ago

Finnish Center for AI · @FCAI
256 followers · 155 posts · Server mastodon.online

Online seminar next week:
💡 Score-based Generative Models on Riemannian manifolds
👨‍🔬 Emile Mathieu @mathieuemile@twitter.com
🗓️ Thursday Dec. 15, 15:00 EET
🔗 aaltoml.github.io/apml/
cc @trappmartin

#machinelearning #probabilistic

Last updated 2 years ago

leblancfg · @leblancfg
10 followers · 26 posts · Server fosstodon.org

Anyone out there using graphical models, networks or the like for making? I'm looking for a .

#probabilistic #bayesian #decision #tutor

Last updated 2 years ago

Christian Franzke · @chlef
91 followers · 24 posts · Server fediscience.org
antonio vergari · @nolovedeeplearning
368 followers · 172 posts · Server mastodon.social

Today I feel privileged to see my proposal

- A Unified Reasoning Layer for Trustworthy

being funded by !

I will be working on and to model design & deployment.

But first a big thanks to and who supported me through all the stages of the process, including:

#realiable #friends #colleagues #ercstg #unreal #ml #erc #probabilistic #reasoning #programming #automate

Last updated 2 years ago

antonio vergari · @nolovedeeplearning
345 followers · 163 posts · Server mastodon.social

How?

SPLs realize a product of via 2 .

One encodes an distribution over the labels, the other compactly the !

We can compute because we can normalize them in one feedforward pass!

This can be of interest to many folks!

cc @nbranchini @avehtari @PhilippHennig

5/

#constraint #exact #gradients #probabilistic #tractable #experts #circuits #expressive #compiles #symbolic

Last updated 2 years ago

antonio vergari · @nolovedeeplearning
345 followers · 162 posts · Server mastodon.social

Our instead always guarantee 100% of the times that predictions satisfy the injected constraints!

They can be readily used in deep nets as they can be trained by and .

4/

#likelihood #estimation #semantic #probabilistic #layers #SPLS #backprop #maximum

Last updated 2 years ago

Ryder 🕯️ · @Ryder
27 followers · 148 posts · Server sigmoid.social

in biology follows from the insistence that cannot have .

#probabilistic #modeling #matter #History

Last updated 2 years ago

Finnish Center for AI · @FCAI
251 followers · 149 posts · Server mastodon.online
antonio vergari · @nolovedeeplearning
209 followers · 81 posts · Server mastodon.social

Now Chris Williams is presenting a principled probabilistic way to train networks (originally by @geoffreyhinton
) as generative models.

A variational approach to train generative part-based generative models.

#capsule #anc #seminar #ml #ai #probabilistic #generative #modeling

Last updated 2 years ago