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Theodore Papamarkou
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Year
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
2861*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
10082013
Forward-mode automatic differentiation in Julia
J Revels, M Lubin, T Papamarkou
arXiv preprint arXiv:1607.07892, 2016
4232016
Distributions.jl: definition and modeling of probability distributions in the JuliaStats ecosystem
M Besanšon, T Papamarkou, D Anthoff, A Arslan, S Byrne, D Lin, ...
Journal of Statistical Software 98 (16), 2021
742021
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
562016
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
512016
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
49*2022
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
472015
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
442016
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
382017
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
382011
Zero variance differential geometric Markov chain Monte Carlo algorithms
T Papamarkou, A Mira, M Girolami
Bayesian Analysis 9 (1), 97-128, 2014
362014
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
342011
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
322020
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
262017
Gender Differences in Equity Crowdfunding
EA Horvat, T Papamarkou
The 5th AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2017, 2017
252017
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
23*2021
Discussion on horseshoe regularisation for machine learning in complex and deep models
D Dunson, T Papamarkou
International Statistical Review, 2020
20*2020
Combinatorial Drug Screening Identifies Ewing Sarcoma–specific Sensitivities
B Radic-Sarikas, KP Tsafou, KB Emdal, T Papamarkou, KVM Huber, ...
Molecular cancer therapeutics 16 (1), 88-101, 2017
202017
Topological deep learning: going beyond graph data
M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmßn-Sßenz, ...
arXiv preprint arXiv:2206.00606, 2023
18*2023
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