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Theodore Papamarkou
Theodore Papamarkou
Distinguished professor, Zhejiang Normal University
Bestätigte E-Mail-Adresse bei zjnu.edu.cn - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
3050*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
10582013
Forward-mode automatic differentiation in Julia
J Revels, M Lubin, T Papamarkou
arXiv preprint arXiv:1607.07892, 2016
4912016
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
922021
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
72*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
592016
Topological deep learning: going beyond graph data
M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ...
arXiv preprint arXiv:2206.00606, 2023
54*2023
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
522016
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
492016
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
482015
Gender differences in equity crowdfunding
EA Horvat, T Papamarkou
5th AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2017
432017
Zero variance differential geometric Markov chain Monte Carlo algorithms
T Papamarkou, A Mira, M Girolami
Bayesian Analysis 9 (1), 97-128, 2014
422014
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
392017
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
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
352020
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
332011
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
Position: Bayesian deep learning is needed in the age of large-scale AI
T Papamarkou, M Skoularidou, K Palla, L Aitchison, J Arbel, D Dunson, ...
International Conference on Machine Learning (ICML), 2024
29*2024
Position: topological deep learning is the new frontier for relational learning
T Papamarkou, T Birdal, M Bronstein, G Carlsson, J Curry, Y Gao, M Hajij, ...
International Conference on Machine Learning (ICML), 2024
262024
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
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