Powered by OpenAIRE graph
Found an issue? Give us feedback

UOC

University of Crete
Country: Greece
Funder (2)
Top 100 values are shown in the filters
Results number
arrow_drop_down
114 Projects, page 1 of 23
  • Funder: EC Project Code: 101069394
    Funder Contribution: 150,000 EUR

    Causal Discovery is desperately needed in both science and the industry, but it is largely inaccessible to non-experts. AutoCD proposes to create the first automated causal discovery software engine and explore its commercial exploitation. AutoCD will largely boost the productivity of experts as well as allow the application of causal discovery with minimal expertise. It will provide functionalities such as (a) induction of causal models and causal relations from data by automatically tuning the algorithmic causal discovery choices and their hyper-parameters, (b) inferences regarding the strength of causal effects and exploration of what-if scenarios of possible interventions. Such automation has only become recently possible due to research performed of the origin ERC named CAUSALPATH. We will work with two industrial partners, namely Gnosis Data Analysis and Huawei to validate AutoCD on real data and problems. Gnosis commercializes the JADBio product, which is a SaaS AutoML platform with obvious synergies to AutoCD. It has an expressed interest in AutoCD for a potential licensing deal (see letter of intent). AutoCD parallels the development of automated machine learning (AutoML) libraries and platforms that is growing to a $14bil industry. The project will create an MVP at TRL 5 and a business plan to commercialize the product. The research team (2 Profs, 1 Ph.D. student, 1 scientific programmer) have extensive collective experience not only inventing and designing novel causal discovery algorithms. In addition, the PI is also the co-founder of Gnosis with extensive experience in creating deep tech AutoML products and commercializing them. He will devote 70% of his research time to the project.

    more_vert
  • Funder: EC Project Code: 249216
    more_vert
  • Funder: EC Project Code: 230868
    more_vert
  • Funder: EC Project Code: 256487
    more_vert
  • Funder: EC Project Code: 316165
    visibility803
    visibilityviews803
    downloaddownloads800
    Powered by Usage counts
    more_vert
Powered by OpenAIRE graph
Found an issue? Give us feedback

Do the share buttons not appear? Please make sure, any blocking addon is disabled, and then reload the page.

Content report
No reports available
Funder report
No option selected
arrow_drop_down

Do you wish to download a CSV file? Note that this process may take a while.

There was an error in csv downloading. Please try again later.