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Gideon Dresdner
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Year
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
148062013
Comprehensive molecular characterization of gastric adenocarcinoma
Cancer Genome Atlas Research Network
Nature 513 (7517), 202, 2014
55532014
Integrated genomic characterization of endometrial carcinoma
DA Levine, ...
Nature 497 (7447), 67-73, 2013
53012013
Comprehensive molecular characterization of urothelial bladder carcinoma
Cancer Genome Atlas Research Network
Nature 507 (7492), 315, 2014
27772014
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
27322014
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
4442014
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
512022
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
472021
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
372023
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
372020
Boosting Black Box Variational Inference
F Locatello, G Dresdner, R Khanna, I Valera, G Rätsch
Advances in Neural Information Processing Systems, 3405-3415, 2018
352018
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
212013
Sparse Gaussian processes on discrete domains
V Fortuin, G Dresdner, H Strathmann, G Rätsch
IEEE Access 9, 76750-76758, 2021
202021
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
72014
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, ...
Journal of Geophysical Research: Machine Learning and Computation 1 (3 …, 2024
42024
Precipitation downscaling with spatiotemporal video diffusion
P Srivastava, R Yang, G Kerrigan, G Dresdner, JJ McGibbon, ...
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
32024
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
32021
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
22022
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
12023
The Ai2 Climate Emulator (ACE2): Learning atmospheric variability and forced response on seasonal and decadal timescales
B Henn, O Watt-Meyer, S Clark, G Dresdner, A Kwa, J McGibbon, ...
105th AMS Annual Meeting, 2025
2025
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Articles 1–20