S2A is involved in numerous research projects including for example:
Teaching and research chaires:
- The chaire Machine Learning for Big Data, headed by Stephan Clémençon;
- The chaire Data Science and Artificial Intelligence for Digitalized Industries and Services headed by Florence d’Alché-Buc and which will replace the former chair from november 2018
- Two teaching chaires Methods and Algorithms for Artificial Intelligence (TALAN) headed by P. Bianchi and Chaire Science des données (BEARING POINT) headed by Florence d’Alché-Buc.
european and International projects
- “European Training Network MIP-Frontiers (New Frontiers in Music Information Processing)” (2018-2022), Researchers involved: G. Richard, G. Peeters, S. Essid, R. Badeau
- “European Training Network ANIMATAS (2018-2021),Researchers involved: Chloé Clavel
- Iinternational ANR/Tubitak FBIMATRIX (2016-2020) on “Parallel and Distributed Marov Chain Monte Carlo for Bayesian Inference in Matrix and Tensor Factorization Models”, Researchers involved: U. Simsekli, G. Richard
National projects (ANR, FUI, ..)
- ANR GRACE (Oct 2018 à Sept. 2021), Researchers involved: Giovanna Varni.
- ANR THALAMEEG (Oct 2014 à Sept. 2019), Researchers involved : Alexandre Gramfort.
- ANR MAOI (Oct 2017 à Sept. 2020), Researchers involved : Chloé Clavel.
- FUI-GEOLYTICS v2 (July 2016- July 2019), Researchers involved: Stephan Clémençon
- PIA-EXPRESSO (Mar. 2018- Aug. 2021), Researchers involved: Florence d’Alché-Buc, Robert Gower
- SATT-AHEAD (june 2018 – Dec. 2019) Researchers involved: Slim Essid
- ANR MAGELLAN (Jan. 2015 à Déc 2018) Researchers involved: Pascal Bianchi, Olivier Cappé, Jean-François Cardoso, Gersende Fort et Eric Moulines.
Projects in direct collaboration with industry
- Numerous joint Phd with industry (CIFRE program) in particular with EDF, TECHNICOLOR,DEEZER, MORPHO, SIGFOX, EASYRECRUE, BNP, PSA,
- Research collaborations contracts with SAFRAN (predictive maintenance), SMART IMPULSE (Non-invasive load monitoring), BNP PARIBAS (Predictive Marketing)