Johan Pouwelse

thnx, nice related work! Confirms that this is totally unexplored space, especially for web3. their focus: centralised context.

Epic milestone! A rough first working(??) prototype for further refinement and learnings. What is the ML like? Just exchange 1 clicklog message of 5KByte every second with random other peer?

Current status: [toy example in Notebook is up and running](https://github.com/awrgold/distributed-learn-to-rank-v1/blob/main/Building%20in%20Python.ipynb) Please remove all this complexity for next meeting. As simple as possible is a scientific goal. 1-dimensional, clean and simple....

- excellent momentum!!! Keep this up and you can defend your master thesis before X-mas. - Please keep the startup product launch interference to a minimum. - the core of...

Please keep going on your own path. {note keeping} [Prior running ML recommendation code from Delft](https://github.com/Tribler/trustchain-superapp/tree/master/gossipML#collaborative-filtering-models) that now has some overlap with your learn-to-rank work. [code](https://github.com/Tribler/trustchain-superapp/blob/master/gossipML/src/test/java/gossipML/models/ColabFilterTest.kt) {more note keeping, privacy...

- currently learning by prototype coding (artist, album title, etc.) - Please do a 1-page problem description + design write-up. Should be in master thesis writing level. - minimize deviations...

somewhat related work from last month. AI people trying silly key exchange.. double layered crypto.. NttpFL: Privacy-Preserving oriented No Trusted Third Party Federated Learning System based on Blockchain, https://ieeexplore.ieee.org/document/9802707

cool! so you have your 2==clicked on in search. Please document in master thesis format (1-2pages) your data structure and algorithm. Are you heading towards a minimal clicklog of [search-term,...

btw you should keep doing just a clicklog. You now added also a not-clicked-log. That is just a distraction. Performance tuning like that is for later master thesis student.

Very impressive work people! @awrgold is as of today committed to working full time on this topic also. His master thesis+survey spans a full 12 months nominally of effort. Thesis...