Objective "LAMBDA aims at transferring game changing technologies to the European industry in critical areas of Machine learning. Based on recent algorithmic breakthroughs, we adapt sophisticated methods to targeted industries, with a twofold goal: First, to help turn cutting edge tools into innovative software products and processes, tailored to real-world issues. Second, based on the available data, to organise open data repositories / benchmarks, or to simulate data with the same statistical properties, when such data is confidential, following ""anonymisation"".LAMBDA focuses on two distinct application domains: 3D shape analysis and unstructured data mining. They share challenging features such as inherent complexity in modeling the data, high dimensionality which raises the issue of curse of dimensionality, and the need to address such datasets at a massive scale. Moreover, they correspond to the expertise of the participants. LAMBDA is characterised by a unique blend of theoretically rigorous and geometrically inclined methods, thus supporting a strong aspect of interdisciplinarity between Theory of Algorithms and Machine Learning. This shall be supported by advanced software development, ranging from public-domain prototype implementations to licensed software and integrated libraries, where the latter may be based on the highly-optimised platform BIDMach (UC Berkeley).LAMBDA strengthens existing links within Europe and across the Atlantic, while creating new synergies in the directions of two industrial domains, namely 3D shape search and insurance data. The two clusters are organised around representative companies in the respective domains. The Project is built so as to support knowledge transfer beyond its lifetime. Besides inter-sectoral collaborations, we exploit the international dimension by associating leading USA Universities, so as to bring state-of-the-art methods developed at the global level into the European framework." Fields of science natural sciencescomputer and information sciencesdata sciencedata miningnatural sciencescomputer and information sciencessoftwaresoftware developmentnatural sciencescomputer and information sciencesartificial intelligencemachine learning Keywords Machine learning Geometric algorithms Software Unsupervised learning Data mining Retrieval Clustering Shape analysis Unstructured data Massive data Transfer of knowledge Training Programme(s) H2020-EU.1.3. - EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions Main Programme H2020-EU.1.3.3. - Stimulating innovation by means of cross-fertilisation of knowledge Topic(s) MSCA-RISE-2016 - Research and Innovation Staff Exchange Call for proposal H2020-MSCA-RISE-2016 See other projects for this call Funding Scheme MSCA-RISE - Marie Skłodowska-Curie Research and Innovation Staff Exchange (RISE) Coordinator ETHNIKO KAI KAPODISTRIAKO PANEPISTIMIO ATHINON Net EU contribution € 180 000,00 Address 6 christou lada str 10561 Athina Greece See on map Region Αττική Aττική Κεντρικός Τομέας Αθηνών Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Participants (2) Sort alphabetically Sort by Net EU contribution Expand all Collapse all 3D INDUSTRIES LIMITED United Kingdom Net EU contribution € 121 500,00 Address 151 grosvenor road SW1V 3JN London See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region London Inner London — West Westminster Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 GIE AXA France Net EU contribution € 36 000,00 Address Avenue matignon 23 75008 Paris See on map Region Ile-de-France Ile-de-France Paris Activity type Other Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partners (4) Sort alphabetically Sort by Net EU contribution Expand all Collapse all Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. THE OHIO STATE UNIVERSITY Participation ended United States Net EU contribution € 0,00 Address 2036 neil avenue - bolz hall 228 43210 Columbus See on map Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY United States Net EU contribution € 0,00 Address Serra mall 450 94305 2004 Stanford See on map Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. THE REGENTS OF THE UNIVERSITY OF CALIFORNIA United States Net EU contribution € 0,00 Address Franklin street 1111 12 floor 94607 Oakland ca See on map Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. The University of Illinois at Chicago United States Net EU contribution € 0,00 Address 1747 w. roosevelt rd., wrob/ijr rm. 244, chicago, il 60608, See on map Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00
