Theodore Papamarkou

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Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Jacob HinkleSenior Software Engineer - NVIDIAVerified email at ornl.gov
Miles LubinHudson River TradingVerified email at hudson-trading.com
Heinrich KovarVerified email at ccri.at
Chris. J. OatesNewcastle UniversityVerified email at ncl.ac.uk
David DunsonArts & Sciences Professor of Statistical Science & MathematicsVerified email at duke.edu
Søren BrunakProfessor of Disease Systems Biology, University of CopenhagenVerified email at cpr.ku.dk
Giulio Superti-FurgaScientific Director, CeMM Research Center for Molecular Medicine of the Austrian Academy ofVerified email at cemm.oeaw.ac.at
Kalliopi TsafouData Sciences & Quantitative Biology, AstraZenecaVerified email at astrazeneca.com
Kilian V. M. HuberPrincipal Investigator, University of OxfordVerified email at cmd.ox.ac.uk
Branka Radic SarikasMedical University of Vienna and St. Anna CCRI Children's Cancer Research InstituteVerified email at ccri.at
Sven BilkeIllumina Inc.Verified email at illumina.com
Antonietta MiraProfessore di Statistica, Università della Svizzera italiana, LuganoVerified email at usi.ch
Mathieu BesançonInria GrenobleVerified email at polymtl.ca
F. Nina PapavasiliouProfessor of Immunology, DKFZVerified email at dkfz.de
Jurgen R HaanstraVrije Universiteit AmsterdamVerified email at vu.nl
Rainer BreitlingProfessor of Systems Biology, Manchester Institute of Biotechnology, University of ManchesterVerified email at manchester.ac.uk
Barbara BakkerProfessor of Medical Systems Biology, University of Groningen, University Medical Centre GroningenVerified email at umcg.nl
Andrei ZinovyevIn silico R&D EvotecVerified email at evotec.com

Theodore Papamarkou

Distinguished professor, Zhejiang Normal University

Verified email at zjnu.edu.cn - Homepage

Bayesian deep learning Topological deep learning Computing for healthcare


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Discovery and refinement of loci associated with lipid levels CJ Willer, EM Schmidt, S Sengupta, GM Peloso, S Gustafsson, S Kanoni, ... Nature Genetics 45 (11), 1274-1283, 2013	3027*	2013
Common variants associated with plasma triglycerides and risk for coronary artery disease R Do, CJ Willer, EM Schmidt, S Sengupta, C Gao, GM Peloso, ... Nature Genetics 45 (11), 1345-1352, 2013	1050	2013
Forward-mode automatic differentiation in Julia J Revels, M Lubin, T Papamarkou arXiv preprint arXiv:1607.07892, 2016	483	2016
Distributions.jl: definition and modeling of probability distributions in the JuliaStats ecosystem M Besançon, T Papamarkou, D Anthoff, A Arslan, S Byrne, D Lin, ... Journal of Statistical Software 98 (16), 2021	90	2021
Challenges in Markov chain Monte Carlo for Bayesian neural networks T Papamarkou, J Hinkle, MT Young, D Womble Statistical Science 37 (3), 425-442, 2022	65*	2022
The controlled thermodynamic integral for Bayesian model evidence evaluation CJ Oates, T Papamarkou, M Girolami Journal of the American Statistical Association 111 (514), 634-645, 2016	59	2016
The second European interdisciplinary Ewing sarcoma research summit–A joint effort to deconstructing the multiple layers of a complex disease H Kovar, J Amatruda, E Brunet, S Burdach, F Cidre-Aranaz, E De Alava, ... Oncotarget 7 (8), 8613, 2016	52	2016
Topological deep learning: going beyond graph data M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ... arXiv preprint arXiv:2206.00606, 2023	50*	2023
RNA editing generates cellular subsets with diverse sequence within populations D Harjanto, T Papamarkou, CJ Oates, V Rayon-Estrada, FN Papavasiliou, ... Nature Communications 7 (1), 1-14, 2016	49	2016
EWS-FLI1 employs an E2F switch to drive target gene expression R Schwentner, T Papamarkou, MO Kauer, V Stathopoulos, F Yang, ... Nucleic Acids Research 43 (5), 2780-2789, 2015	47	2015
Zero variance differential geometric Markov chain Monte Carlo algorithms T Papamarkou, A Mira, M Girolami Bayesian Analysis 9 (1), 97-128, 2014	43	2014
Gender differences in equity crowdfunding EA Horvat, T Papamarkou 5th AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2017	40	2017
Lapatinib potentiates cytotoxicity of YM155 in neuroblastoma via inhibition of the ABCB1 efflux transporter B Radic-Sarikas, M Halasz, KVM Huber, GE Winter, KP Tsafou, ... Scientific Reports 7 (1), 1-8, 2017	39	2017
A genome-wide screen for interactions reveals a new locus on 4p15 modifying the effect of waist-to-hip ratio on total cholesterol I Surakka, A Isaacs, LC Karssen, PPP Laurila, RPS Middelberg, ... PLoS Genetics 7 (10), e1002333, 2011	38	2011
Meta analysis of candidate gene variants outside the LPA locus with Lp (a) plasma levels in 14,500 participants of six White European cohorts D Zabaneh, M Kumari, M Sandhu, N Wareham, N Wainwright, ... Atherosclerosis 217 (2), 447-451, 2011	33	2011
Automated detection of corrosion in used nuclear fuel dry storage canisters using residual neural networks T Papamarkou, H Guy, B Kroencke, J Miller, P Robinette, D Schultz, ... Nuclear Engineering and Technology 53 (2), 657-665, 2021	32*	2021
Wide neural networks with bottlenecks are deep Gaussian processes D Agrawal, T Papamarkou, J Hinkle Journal of Machine Learning Research 21 (175), 1-66, 2020	31	2020
Synchronized laser chaos communication: statistical investigation of an experimental system AJ Lawrance, T Papamarkou, A Uchida IEEE Journal of Quantum Electronics 53 (2), 1-10, 2017	26	2017
Discussion on horseshoe regularisation for machine learning in complex and deep models D Dunson, T Papamarkou International Statistical Review, 2020	23*	2020
Simplicial complex representation learning M Hajij, G Zamzmi, T Papamarkou, V Maroulas, X Cai Machine Learning on Graphs (MLoG) Workshop at 15th ACM International WSDM …, 2022	22	2022

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