Alexander Gerhard Schwing

W.J. “Jerry” Sanders III - Advanced Micro Devices, Inc Fellow, Electrical and Computer Engineering
Associate Professor, Electrical and Computer Engineering
Associate Professor, Siebel School of Computing and Data Science
Associate Professor, Coordinated Science Lab
Associate Professor, Center for Digital Agriculture, National Center for Supercomputing Applications (NCSA)

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96 Conference contribution
36 Conference article
10 Article
9 Paper
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- 2 Editorial
- 2 Patent

10 results

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2024
Learning a global underwater geolocalization model with sectoral transformer
Xiaoyang, B. A. I., Zhongmin, Z. H. U., Schwing, A., Forsyth, D. A. & Gruev, V., Jun 3 2024, In: Optics Express. 32, 12, p. 20706-20718 13 p.
Research output: Contribution to journal › Article › peer-review

Open Access
2023
Angle of polarization calibration for omnidirectional polarization cameras
Bai, X., Zhu, Z., Schwing, A., Forsyth, D. & Gruev, V., Feb 13 2023, In: Optics Express. 31, 4, p. 6759-6769 11 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Polarization-based underwater geolocalization with deep learning
Bai, X., Liang, Z., Zhu, Z., Schwing, A., Forsyth, D. & Gruev, V., Dec 2023, In: eLight. 3, 1, 15.
Research output: Contribution to journal › Article › peer-review

Open Access
2022
Maya: Using Formal Control to Obfuscate Power Side Channels
Pothukuchi, R. P., Pothukuchi, S. Y., Voulgaris, P. G., Schwing, A. & Torrellas, J., 2022, In: IEEE Micro. 42, 4, p. 48-58 11 p.
Research output: Contribution to journal › Article › peer-review

Open Access
2021
FuseRec: fusing user and item homophily modeling with temporal recommender systems
Narang, K., Song, Y., Schwing, A. G. & Sundaram, H., May 2021, In: Data Mining and Knowledge Discovery. 35, 3, p. 837-862 26 p.
Research output: Contribution to journal › Article › peer-review
2020
Calorimetry with deep learning: particle simulation and reconstruction for collider physics
Belayneh, D., Carminati, F., Farbin, A., Hooberman, B., Khattak, G., Liu, M., Liu, J., Olivito, D., Pacela, V. B., Pierini, M., Schwing, A., Spiropulu, M., Vallecorsa, S., Vlimant, J. R., Wei, W. & Zhang, M., Jul 1 2020, In: European Physical Journal C. 80, 7, 688.
Research output: Contribution to journal › Article › peer-review

Open Access
2019
Enabling real-time multi-messenger astrophysics discoveries with deep learning
Huerta, E. A., Allen, G., Andreoni, I., Antelis, J. M., Bachelet, E., Berriman, G. B., Bianco, F. B., Biswas, R., Carrasco kind, M., Chard, K., Cho, M., Cowperthwaite, P. S., Etienne, Z. B., Fishbach, M., Forster, F., George, D., Gibbs, T., Graham, M., Gropp, W. & Gruendl, R. & 40 others, Gupta, A., Haas, R., Habib, S., Jennings, E., Johnson, M. W. G., Katsavounidis, E., Katz, D. S., Khan, A., Kindratenko, V., Kramer, W. T. C., Liu, X., Mahabal, A., Marka, Z., Mchenry, K., Miller, J. M., Moreno, C., Neubauer, M. S., Oberlin, S., Olivas, A. R., Petravick, D., Rebei, A., Rosofsky, S., Ruiz, M., Saxton, A., Schutz, B. F., Schwing, A., Seidel, E., Shapiro, S. L., Shen, H., Shen, Y., Singer, L. P., Sipocz, B. M., Sun, L., Towns, J., Tsokaros, A., Wei, W., Wells, J., Williams, T. J., Xiong, J. & Zhao, Z., Oct 1 2019, In: Nature Reviews Physics. 1, 10, p. 600-608 9 p.
Research output: Contribution to journal › Article › peer-review
Optical inspection of nanoscale structures using a novel machine learning based synthetic image generation algorithm
Purandare, S., Zhu, J., Zhou, R., Popescu, G., Schwing, A. & Goddard, L. L., 2019, In: Optics Express. 27, 13, p. 17743-17762 20 p.
Research output: Contribution to journal › Article › peer-review

Open Access
2016
Blending learning and inference in conditional random fields
Hazan, T., Schwing, A. G. & Urtasun, R., Dec 1 2016, In: Journal of Machine Learning Research. 17, p. 1-25 25 p.
Research output: Contribution to journal › Article › peer-review
Statistical Inference, Learning and Models in Big Data
Franke, B., Plante, J. F., Roscher, R., Lee, E. S. A., Smyth, C., Hatefi, A., Chen, F., Gil, E., Schwing, A., Selvitella, A., Hoffman, M. M., Grosse, R., Hendricks, D. & Reid, N., Dec 1 2016, In: International Statistical Review. 84, 3, p. 371-389 19 p.
Research output: Contribution to journal › Article › peer-review

Open Access

Alexander Gerhard Schwing

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