Algorithmes Non-Paramétriques de Bandits Multi-Bras

Autor: Baudry, D. (Dorian)

Un bandit est un problème d’apprentissage dans lequel un agent choisit séquentiellement de tester une action parmi un ensemble de candidats fixé, collecte une récompense, et met en place une stratégie dans le but de maximiser son gain cumulé.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______4198::d7e22c977dbaaaa57f8345f7ead59718
http://hdl.handle.net/20.500.12210/79821

GWAS meta-analysis of psoriasis identifies new susceptibility alleles impacting disease mechanisms and therapeutic targets.

Autor: Dand N; Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.; Health Data Research UK, London, UK., Stuart PE; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Bowes J; Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK.; National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK., Ellinghaus D; Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany., Nititham J; Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA., Saklatvala JR; Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK., Teder-Laving M; Institute of Genomics, University of Tartu, Tartu, Estonia., Thomas LF; Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.; K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.; BioCore - Bioinformatics Core Facility, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.; Clinic of Laboratory Medicine, St.Olavs Hospital, Trondheim University Hospital, Trondheim, Norway., Traks T; Department of Dermatology and Venereology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia., Uebe S; Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany., Assmann G; RUB University Hospital JWK Minden, Department of Rheumatology, Minden, Germany.; Jose-Carreras Centrum for Immuno- and Gene Therapy, University of Saarland Medical School, Homburg, Germany., Baudry D; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK., Behrens F; Division of Translational Rheumatology, Immunology - Inflammation Medicine, University Hospital, Goethe University, Frankfurt am Main, Germany.; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany.; Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany.; Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany., Billi AC; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Brown MA; Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.; Genomics England, Canary Wharf, London, UK., Burkhardt H; Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany.; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany.; Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany., Capon F; Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK., Chung R; Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK.; National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK., Curtis CJ; Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK.; National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK., Duckworth M; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK., Ellinghaus E; Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany., FitzGerald O; UCD School of Medicine and Medical Sciences and Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland., Gerdes S; Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany., Griffiths CEM; Centre for Dermatology Research, University of Manchester, NIHR Manchester Biomedical Research Centre, Manchester, UK.; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.; Department of Dermatology, King's College Hospital NHS Foundation Trust, London, UK., Gulliver S; Newlab Clinical Research Inc, St. John's, NL, Canada., Helliwell P; National Institute for Health and Care Research (NIHR) Leeds Biomedical Research Centre, Leeds Teaching Hospitals Trust, UK.; Leeds Institute of Rheumatic and Musculoskeletal Disease, University of Leeds, UK., Ho P; Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK.; National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK.; The Kellgren Centre for Rheumatology, Manchester University NHS Foundation Trust, Manchester, UK., Hoffmann P; Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany., Holmen OL; HUNT Research Centre, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Levanger, Norway.; Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway., Huang ZM; Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA., Hveem K; K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.; HUNT Research Centre, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Levanger, Norway.; Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway., Jadon D; Department of Medicine, University of Cambridge, Cambridge, UK., Köhm M; Division of Translational Rheumatology, Immunology - Inflammation Medicine, University Hospital, Goethe University, Frankfurt am Main, Germany.; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany.; Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany.; Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany., Kraus C; Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany., Lamacchia C; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland., Lee SH; Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK.; National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK., Ma F; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA.; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA., Mahil SK; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.; St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK., McHugh N; Royal National Hospital for Rheumatic Diseases and Dept Pharmacy and Pharmacology, University of Bath, UK., McManus R; Department of Clinical Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Ireland., Modalsli EH; Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.; Department of Dermatology, Clinic of Orthopedy, Rheumatology and Dermatology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway., Nissen MJ; Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland., Nöthen M; Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany., Oji V; Department of Dermatology, University of Münster, Münster, Germany., Oksenberg JR; Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA., Patrick MT; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Perez-White BE; Department of Dermatology, Northwestern University, Evanston, IL, USA., Ramming A; Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany.; Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany., Rech J; Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany.; Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany., Rosen C; Division of Dermatology, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada., Sarkar MK; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Schett G; Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany.; Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany., Schmidt B; Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany., Tejasvi T; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA.; Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA., Traupe H; Department of Dermatology, University of Münster, Münster, Germany., Voorhees JJ; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Wacker EM; Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany., Warren RB; Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, UK.; Centre for Dermatology Research, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, M6 8HD, UK., Wasikowski R; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Weidinger S; Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany., Wen X; Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Zhang Z; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Barton A; Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK.; National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK.; The Kellgren Centre for Rheumatology, Manchester University NHS Foundation Trust, Manchester, UK., Chandran V; Schroeder Arthritis Institute, Krembil Research Institute, and Toronto Western Hospital, University Health Network and University of Toronto, Toronto, Ontario, Canada., Esko T; Institute of Genomics, University of Tartu, Tartu, Estonia., Foerster J; College of Medicine, Dentistry, and Nursing, University of Dundee, Dundee, UK., Franke A; Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany., Gladman DD; Schroeder Arthritis Institute, Krembil Research Institute, and Toronto Western Hospital, University Health Network and University of Toronto, Toronto, Ontario, Canada., Gudjonsson JE; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Gulliver W; Newlab Clinical Research Inc, St. John's, NL, Canada.; Department of Dermatology, Discipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada., Hüffmeier U; Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany., Kingo K; Department of Dermatology and Venereology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia.; Dermatology Clinic, Tartu University Hospital, Tartu, Estonia., Kõks S; Perron Institute for Neurological and Translational Science, Nedlands, WA 6009, Australia.; Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute, Murdoch University, Perth, WA 6150, Australia., Liao W; Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA., Løset M; K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.; Department of Dermatology, Clinic of Orthopedy, Rheumatology and Dermatology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway., Mägi R; Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia., Nair RP; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA., Rahman P; Memorial University of Newfoundland, St. John's, NL, Canada., Reis A; Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany., Smith CH; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.; St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK., Di Meglio P; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK., Barker JN; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.; St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK., Tsoi LC; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA.; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.; Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA., Simpson MA; Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK., Elder JT; Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA.; Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2023 Oct 05. Date of Electronic Publication: 2023 Oct 05.

From Optimality to Robustness:Dirichlet Sampling Strategies in Stochastic Bandits

Autor: Baudry, D. (Dorian), Saux, P. (Patrick), Maillard, O-A. (Odalric-Ambrym)

The stochastic multi-arm bandit problem has been extensively studied under standard assumptions on the arm's distribution (e.g bounded with known support, exponential family, etc). These assumptions are suitable for many real-world problems but somet

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______4198::b5171ea11ffe4ca0d076a9bff57668c7
http://hdl.handle.net/20.500.12210/57852

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Development of antidrug antibodies against adalimumab maps to variation within the HLA-DR peptide-binding groove.

Autor: Tsakok T; Department of Medical and Molecular Genetics and.; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom.; St John's Institute of Dermatology, Guy's and St Thomas' National Health Service Foundation Trust, London, United Kingdom., Saklatvala J; Department of Medical and Molecular Genetics and., Rispens T; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam, Netherlands., Loeff FC; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam, Netherlands.; Biologics Lab, Sanquin Diagnostic Services, Amsterdam, Netherlands., de Vries A; Biologics Lab, Sanquin Diagnostic Services, Amsterdam, Netherlands., Allen MH; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom., Barbosa IA; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom., Baudry D; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom., Dasandi T; St John's Institute of Dermatology, Guy's and St Thomas' National Health Service Foundation Trust, London, United Kingdom., Duckworth M; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom., Meynell F; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom., Russell A; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom., Chapman A; Department of Dermatology, Queen Elizabeth Hospital, London, United Kingdom., McBride S; Department of Dermatology, Royal Free London National Health Service Foundation Trust, London, United Kingdom., McKenna K; Department of Dermatology, Belfast Health and Social Care Trust, Belfast, United Kingdom., Perera G; Department of Dermatology, Chelsea and Westminster Hospital National Health Service Foundation Trust, London, United Kingdom., Ramsay H; Department of Dermatology, Sheffield Teaching Hospitals National Health Service Foundation Trust, Sheffield, United Kingdom., Ramesh R; Department of Dermatology, Sandwell and West Birmingham National Health Service Trust, Birmingham, United Kingdom., Sands K; Department of Dermatology, East Kent Hospitals University National Health Service Foundation Trust, Kent, United Kingdom., Shipman A; Department of Dermatology, Portsmouth Hospitals National Health Service Trust, Portsmouth, United Kingdom., Burden AD; Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, United Kingdom., Griffiths CE; Dermatology Centre, Salford Royal National Health Service Foundation Trust, Manchester, United Kingdom.; The University of Manchester, Manchester Academic Health Science Centre, National Institute for Health Research Manchester Biomedical Research Centre, Manchester, United Kingdom., Reynolds NJ; Department of Dermatology, Royal Victoria Infirmary, Newcastle upon Tyne NHS Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, United Kingdom.; Institute of Translational and Clinical Medicine, Faculty of Medical Sciences, Framlington Place, Newcastle University, Newcastle upon Tyne, United Kingdom., Warren RB; Dermatology Centre, Salford Royal National Health Service Foundation Trust, Manchester, United Kingdom.; The University of Manchester, Manchester Academic Health Science Centre, National Institute for Health Research Manchester Biomedical Research Centre, Manchester, United Kingdom., Mahil S; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom.; St John's Institute of Dermatology, Guy's and St Thomas' National Health Service Foundation Trust, London, United Kingdom., Barker J; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom.; St John's Institute of Dermatology, Guy's and St Thomas' National Health Service Foundation Trust, London, United Kingdom., Dand N; Department of Medical and Molecular Genetics and.; Health Data Research UK, London, United Kingdom., Smith C; St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom.; St John's Institute of Dermatology, Guy's and St Thomas' National Health Service Foundation Trust, London, United Kingdom., Simpson MA; Department of Medical and Molecular Genetics and.

Publikováno v: JCI insight [JCI Insight] 2023 Feb 22; Vol. 8 (4). Date of Electronic Publication: 2023 Feb 22.