(Juan Benet)

Journal Club

Multimodel Learning (pdf) (Jacob)

Julián N. Acosta, Guido J. Falcone, Pranav Rajpurkar & Eric J. Topol
Nature Medicine volume 28, pages1773–1784 (2022)

[Slides to the right]

Notes:

https://www.plesk.com

https://pubmed.ncbi.nlm.nih.gov/16258624/

https://distill.pub/2021/gnn-intro/

PHATE: https://www.nature.com/articles/s41587-021-01186-x

https://www.unlearn.ai/

https://www.nimiq.com/

https://tf-encrypted.io/

Non IID: https://arxiv.org/abs/2106.06843

Vertcal federated learning: https://arxiv.org/abs/2202.04309

https://www.craiyon.com/ JFF aside (Just For Fun) ->

...

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS March 2022
Towards Personalized Federated Learning (pdf) (Jonas)
Alysa Ziying Tan, Han Yu, Lizhen Cui and Qiang Yang

[Notes]

Material for discussion of why distributed learning may intersect with Web3

1. https://protocol.ai (Praful)

2. What is Web3 ?

3. What is WebRTC ?

4. A deviant claim for WebRTC ...

5. TBL Solid.

Hackaton

WebRTC update (Praful)

https://observablehq.com/@prafulb/webrtc-core-demo-for-fair-local

...

Updates

Risk calculator (Jeya, Jacob, Daniel, Lee)

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State of the Cloud (Daniel)

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VCF traversing

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Discriminatory consent

Barbara Evans - discriminatory consent as a mechanism to evade fidutiary duties.

...

etc