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Dive into the research topics where Yan Sun is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Analytical characterization of sloppiness in neural networks: Insights from linear models
Mao, J., Griniasty, I., Sun, Y., Transtrum, M. K., Sethna, J. P. & Chaudhari, P., Jan 2026, In: Physical Review E. 113, 1, 015306.Research output: Contribution to journal › Article › peer-review
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Extended fiducial inference: toward an automated process of statistical inference
Liang, F., Kim, S. & Sun, Y., Feb 1 2025, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 87, 1, p. 98-131 34 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
Deep network embedding with dimension selection
Dong, T., Sun, Y. & Liang, F., Nov 2024, In: Neural Networks. 179, 106512.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Sparse Deep Learning for Time Series Data: Theory and Applications
Zhang, M., Sun, Y. & Liang, F., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Link opens in a new tab Scopus citations -
A kernel-expanded stochastic neural network
Sun, Y. & Liang, F., Apr 2022, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 84, 2, p. 547-578 32 p.Research output: Contribution to journal › Article › peer-review
9 Link opens in a new tab Scopus citations
Press/Media
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New Engineering Study Findings Reported from University of Pennsylvania (Analytical Characterization of Sloppiness In Neural Networks: Insights From Linear Models)
3/23/26
1 item of Media coverage
Press/Media: Press / Media
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Northeastern University Researchers Advance Knowledge in Sensor Research [Ratio Fluorescence Determination of Tetracycline with Europium(III)-Doped Boron Nitride]
12/4/25
1 item of Media coverage
Press/Media: Press / Media
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Investigators at College of Science Discuss Findings in Chemicals and Chemistry (Ruddlesden-popper Layered Perovskites La1.5ca0.5ni1-x cox o4+d As Cathodes for Intermediate-temperature Solid Oxide Fuel Cells)
7/2/25
1 item of Media coverage
Press/Media: Press / Media
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U.S. Patents Awarded to Inventors in Massachusetts (June 5)
6/5/24
1 item of Media coverage
Press/Media: Press / Media