Brains to Smelt: Data Fusion Conference Review

The annual VTB Data Fusion conference, justifying its name, brought together a wide variety of people with very interesting ideas. The common meaning of the term Data Fusion is to combine multiple data sources and manipulate them into something more useful than the data sources alone could provide. This article is about what was most memorable and attracted the most attention from the point of view of Data Science. 





, Gartner VP Analyst, :





  • data- , MVP ( Model Validator );





  • , , (, Moderna).





Among other things, Svetlana spoke about a trend called Transfer learning.
Transfer learning.

, . , : , , .





Data Fusion, , Data Fusion . «» -,     TechLead Tele2, , .





, .





, . «». , , .





, : (, ). 





, ? , . () .





Here Dmitry tells what happens to memory when assembling ensembles from networks of different sizes.
, .

, : , ( ) – . , «» . , , .





() . «» ( – , . !). , , .





: – (), – ( ).





, . , , «» – , .





The most accessible possible explanation for the Earl of Buckley-Osthus.
-.

: , – – «», d , d .





Buckley-Osthus, . , , , . « » , . 





ML

ML . , , . , RFM- ( , , ). , , , , . , .





A little about persistent homology. 

, ( – ). , «» , .





Fake News

2015 «fake news» 100 . 2020 – 24000. , , , , (NLP).





() fake news , , .





How clickbaits work from an AI perspective.
.

( - ), . , , «/». – : , .





Structured Domain Knowledge

: (, , ). , « X , Y(X)». 





Unlike other speakers, Ruslan Salakhutdinov spoke in English.
, .

Data Fusion Contest 

, , , . Data Fusion Contest 2 : (GOODSIFICATION) (BRANDEFINE).





Winners explain the secret of success.
.

, – : ,





Data Fusion 

, - , .  Data Fusion Awards.





, () . , , ( ). 





Data Science , « » : , «» . . : https://data-fusion.ru/live/





, , , , . , . , Data Fusion . .  








All Articles