نتائج البحث - "Urban, Nathan"

1

مؤتمر

Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks

المؤلفون: Jantre, Sanket, Urban, Nathan M., Qian, Xiaoning, Yoon, Byung-Jun

المصدر: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :5330-5334 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

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2

تقرير

Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders

المؤلفون: Abeer, A N M Nafiz, Jantre, Sanket, Urban, Nathan M, Yoon, Byung-Jun

مصطلحات موضوعية: Computer Science - Machine Learning, Quantitative Biology - Biomolecules, Quantitative Biology - Quantitative Methods, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/2405.20573

3

تقرير

Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design

المؤلفون: Abeer, A N M Nafiz, Jantre, Sanket, Urban, Nathan M, Yoon, Byung-Jun

مصطلحات موضوعية: Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/2405.00202

4

تقرير

Multi-modal Representation Learning for Cross-modal Prediction of Continuous Weather Patterns from Discrete Low-Dimensional Data

المؤلفون: Qayyum, Alif Bin Abdul, Luo, Xihaier, Urban, Nathan M., Qian, Xiaoning, Yoon, Byung-Jun

مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

URL الوصول: http://arxiv.org/abs/2401.16936

5

تقرير

Identifying Bayesian Optimal Experiments for Uncertain Biochemical Pathway Models

المؤلفون: Isenberg, Natalie M., Mertins, Susan D., Yoon, Byung-Jun, Reyes, Kristofer, Urban, Nathan M.

مصطلحات موضوعية: Quantitative Biology - Molecular Networks, Statistics - Applications, Statistics - Computation

URL الوصول: http://arxiv.org/abs/2309.06540

6

تقرير

Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks

المؤلفون: Jantre, Sanket, Urban, Nathan M., Qian, Xiaoning, Yoon, Byung-Jun

مصطلحات موضوعية: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology

URL الوصول: http://arxiv.org/abs/2309.03061

7

تقرير

ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation

المؤلفون: Yu, Sungduk, Hu, Zeyuan, Subramaniam, Akshay, Hannah, Walter, Peng, Liran, Lin, Jerry, Bhouri, Mohamed Aziz, Gupta, Ritwik, Lütjens, Björn, Will, Justus C., Behrens, Gunnar, Busecke, Julius J. M., Loose, Nora, Stern, Charles I., Beucler, Tom, Harrop, Bryce, Heuer, Helge, Hillman, Benjamin R., Jenney, Andrea, Liu, Nana, White, Alistair, Zheng, Tian, Kuang, Zhiming, Ahmed, Fiaz, Barnes, Elizabeth, Brenowitz, Noah D., Bretherton, Christopher, Eyring, Veronika, Ferretti, Savannah, Lutsko, Nicholas, Gentine, Pierre, Mandt, Stephan, Neelin, J. David, Yu, Rose, Zanna, Laure, Urban, Nathan, Yuval, Janni, Abernathey, Ryan, Baldi, Pierre, Chuang, Wayne, Huang, Yu, Iglesias-Suarez, Fernando, Jantre, Sanket, Ma, Po-Lun, Shamekh, Sara, Zhang, Guang, Pritchard, Michael

مصطلحات موضوعية: Computer Science - Machine Learning, Physics - Atmospheric and Oceanic Physics

URL الوصول: http://arxiv.org/abs/2306.08754

8

مؤتمر

Fast Gaussian Process Estimation for Large-Scale In Situ Inference using Convolutional Neural Networks

المؤلفون: Banesh, Divya, Panda, Nishant, Biswas, Ayan, Roekel, Luke Van, Oyen, Diane, Urban, Nathan, Grosskopf, Michael, Wolfe, Jonathan, Lawrence, Earl

المصدر: 2021 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2021 IEEE International Conference on. :3731-3739 Dec, 2021

Relation: 2021 IEEE International Conference on Big Data (Big Data)

9

تقرير

Sequential Bayesian Neural Subnetwork Ensembles

المؤلفون: Jantre, Sanket, Bhattacharya, Shrijita, Urban, Nathan M., Yoon, Byung-Jun, Maiti, Tapabrata, Balaprakash, Prasanna, Madireddy, Sandeep

مصطلحات موضوعية: Statistics - Machine Learning, Computer Science - Machine Learning, Mathematics - Statistics Theory

URL الوصول: http://arxiv.org/abs/2206.00794

10

تقرير

Multi-Objective Latent Space Optimization of Generative Molecular Design Models

المؤلفون: Abeer, A N M Nafiz, Urban, Nathan, Weil, M Ryan, Alexander, Francis J., Yoon, Byung-Jun

مصطلحات موضوعية: Computer Science - Machine Learning, Quantitative Biology - Biomolecules

URL الوصول: http://arxiv.org/abs/2203.00526

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