Alexander Gerhard Schwing

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Research Output

  • 49 Conference contribution
  • 17 Conference article
  • 5 Article

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 journalArticle

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., Jan 1 2019, In : Optics Express. 27, 13, p. 17743-17762 20 p.

Research output: Contribution to journalArticle


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 journalArticle

Constraints based convex belief propagation

Tenzer, Y., Schwing, A. G., Gimpel, K. & Hazan, T., 2016, In : Advances in Neural Information Processing Systems. p. 2540-2548 9 p.

Research output: Contribution to journalArticle

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 journalArticle