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Researcher
Yves Moreau
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Modelling, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 2001 → 30 Sep 2004 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Oct 1999 → 31 Jul 2020
Infrastructure
1 - 2 of 2
- ELIXIR Infrastructure (Consortium coordinator)
- ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in Flanders (Consortium coordinator)
Projects
1 - 10 of 50
- Highly efficient non-Euclidean optimization and MCMC methods for deep matrix completionFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- Enhancer-AI: AI-driven modelling and design of cell type specific enhancers for gene therapyFrom1 Oct 2023 → TodayFunding: FWO Strategic Basic Research (SBO)
- Machine learning in federated analyticsFrom7 Jun 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Data heterogeneity in federated and privacy-preserving analyticsFrom8 May 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in FlandersFrom1 Jan 2023 → TodayFunding: FWO International research infrastructure (IRI)
- SymBioSys: Computationally mapping genomic heterogeneity from long read sequencing dataFrom1 Oct 2022 → TodayFunding: BOF - projects
- A novel paradigm for Precision Medicine: sparse non-linear Neural Networks for end-to-end Genome InterpretationFrom1 Oct 2022 → TodayFunding: FWO senior postdoctoral fellowship
- Federated multi-task learning in ChemoinformaticsFrom2 Aug 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Federated Artificial Intelligence In Big Data And Healthcare Using Real-World SettingFrom1 Dec 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Multiomic Integration of cell-free DNA profiles to Advance Disease OutcomeFrom1 Oct 2021 → TodayFunding: FWO Strategic Basic Research (SBO)
Publications
1 - 10 of 230
- Smoothing unadjusted Langevin algorithms for nonsmooth composite potential functions(2024)
Authors: Susan Ghaderi, Panos Patrinos, Yves Moreau
Pages: 128 - 377 - Genome interpretation in a federated learning context allows the multi-center exome-based risk prediction of Crohn's disease patients(2023)
Authors: Daniele Raimondi, Nora Verplaetse, Yves Moreau
- Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease(2023)
Authors: Nora Verplaetse, Antoine Passemiers, Yves Moreau, Daniele Raimondi
- Industry-scale orchestrated federated learning for drug discovery(2023)
Authors: Martijn Oldenhof, Ádám Arany, Yves Moreau
Pages: 15576 - 15584Number of pages: 9 - Nonlinear data fusion over Entity-Relation graphs for Drug-Target Interaction prediction(2023)
Authors: Yves Moreau, Daniele Raimondi
- Machine learning Modeling of Time-dependent Patient Trajectories(2023)
Authors: Edward De Brouwer, Yves Moreau
- Natural Lipid Extracts as an Artificial Membrane for Drug Permeability Assay: In Vitro and In Silico Characterization(2023)
Authors: Yves Moreau, Ádám Arany
- The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research(2023)
Authors: Ashkan Pirmani, Yves Moreau
- Reply to Letter by Tellier et al. Scientific refutation of ESHG statement on embryo selection(2022)
Authors: Yves Moreau
- Towards genome interpretation: Computational methods to model the genotype-phenotype relationship(2022)
Authors: Nora Verplaetse, Yves Moreau
Patents
1 - 2 of 2