Gideon Dresdner
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Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal
J Gao, BA Aksoy, U Dogrusoz, G Dresdner, B Gross, SO Sumer, Y Sun, ...
Science signaling 6 (269), pl1-pl1, 2013
Comprehensive molecular characterization of gastric adenocarcinoma
Cancer Genome Atlas Research Network
Nature 513 (7517), 202, 2014
Integrated genomic characterization of endometrial carcinoma
DA Levine, ...
Nature 497 (7447), 67-73, 2013
Comprehensive molecular characterization of urothelial bladder carcinoma
Cancer Genome Atlas Research Network
Nature 507 (7492), 315, 2014
Integrated genomic characterization of papillary thyroid carcinoma
N Agrawal, R Akbani, BA Aksoy, A Ally, H Arachchi, SL Asa, JT Auman, ...
Cell 159 (3), 676-690, 2014
Characterization of HPV and host genome interactions in primary head and neck cancers
M Parfenov, CS Pedamallu, N Gehlenborg, SS Freeman, L Danilova, ...
Proceedings of the National Academy of Sciences 111 (43), 15544-15549, 2014
Integrative analysis of complex cancer genomics and clinical pro les using the cBioPortal
J Gao, BA Aksoy, U Dogrusoz, G Dresdner, B Gross, SO Sumer, Y Sun, ...
Sci Signal 6 (269), 1113-20, 0
Neighborhood contrastive learning applied to online patient monitoring
H Yèche, G Dresdner, F Locatello, M Hüser, G Rätsch
International Conference on Machine Learning, 11964-11974, 2021
Learning to correct spectral methods for simulating turbulent flows
G Dresdner, D Kochkov, P Norgaard, L Zepeda-Núñez, JA Smith, ...
arXiv preprint arXiv:2207.00556, 2022
Boosting Black Box Variational Inference
F Locatello, G Dresdner, R Khanna, I Valera, G Rätsch
Advances in Neural Information Processing Systems, 3405-3415, 2018
Stochastic Frank-Wolfe for constrained finite-sum minimization
G Négiar, G Dresdner, A Tsai, L El Ghaoui, F Locatello, R Freund, ...
international conference on machine learning, 7253-7262, 2020
PiHelper: an open source framework for drug-target and antibody-target data
BA Aksoy, J Gao, G Dresdner, W Wang, A Root, X Jing, E Cerami, ...
Bioinformatics 29 (16), 2071-2072, 2013
Sparse Gaussian processes on discrete domains
V Fortuin, G Dresdner, H Strathmann, G Rätsch
IEEE Access 9, 76750-76758, 2021
ACE: A fast, skillful learned global atmospheric model for climate prediction
O Watt-Meyer, G Dresdner, J McGibbon, SK Clark, B Henn, J Duncan, ...
arXiv preprint arXiv:2310.02074, 2023
The cbioportal for cancer genomics as a clinical decision support tool
JJ Gao, BA Aksoy, B Gross, G Dresdner, Y Sun, SO Sumer, C Sander, ...
Cancer Research 74 (19_Supplement), 4271-4271, 2014
Boosting Variational Inference With Locally Adaptive Step-Sizes
G Dresdner, S Shekhar, F Pedregosa, F Locatello, G Rätsch
International Joint Conference on Artificial Intelligence (IJCAI-21), 2337-2343, 2021
Application of the AI2 Climate Emulator to E3SMv2's global atmosphere model, with a focus on precipitation fidelity
JPC Duncan, E Wu, JC Golaz, PM Caldwell, O Watt-Meyer, SK Clark, ...
Authorea Preprints, 2024
Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization
G Dresdner, ML Vladarean, G Rätsch, F Locatello, V Cevher, A Yurtsever
International Conference on Artificial Intelligence and Statistics, 8439-8457, 2022
Skillful deep learning emulation of a realistic global atmospheric model for fast inference
O Watt-Meyer, S Clark, J McGibbon, G Dresdner, N Brenowitz, J Duncan, ...
AGU23, 2023
Probabilistic Precipitation Downscaling with Optical Flow-Guided Diffusion
P Srivastava, R Yang, G Kerrigan, G Dresdner, J McGibbon, C Bretherton, ...
arXiv preprint arXiv:2312.06071, 2023
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