Wong, Raymond Ka Wai individual record
Associate Professor
Positions:
overview

I work on statistical problems with modern data complications such as big data, high dimensionality and manifold structures.

education and training
selected publications
Academic Articles21
  • Wang, J., Wong, R., Jun, M., Schumacher, C., Saravanan, R., & Sun, C (2021). Statistical and machine learning methods applied to the prediction of different tropical rainfall types. Environmental Research Communications. 3(11), 111001-111001.
  • Li, J., Nguyen, T. V., Hegde, C., & Wong, R. (2021). Implicit Sparse Regularization: The Impact of Depth and Early Stopping.
  • Nguyen, T. V., Wong, R., & Hegde, C. (2021). Benefits of Jointly Training Autoencoders: An Improved Neural Tangent Kernel Analysis. IEEE Transactions on Information Theory. 67(7), 4669-4692.
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  • Wang, J., Wong, R., Mao, X., & Chan, K. (2021). Matrix Completion with Model-free Weighting.
Conference Papers5
  • Woodruff, R., Beebe, N., Josan, P. K., Dutta, P., Short, A., Wong, R., ... Diaz-Artiles, A (2021). 3D Interactive Model of HERA to support ECLSS anomaly resolution using a Virtual Assistant. 2021 IEEE Aerospace Conference (50100), 2021 IEEE Aerospace Conference. 00, 1-10.
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  • Kaur Josan, P., Dutta, P., Woodruff, R., Beebe, N., York, K., Balcells-Quintana, O., ... Diaz-Artiles, A (2021). Experimental Design & Pilot Testing for ECLSS Anomaly Resolution using Daphne-AT Virtual Assistant. 2021 IEEE Aerospace Conference (50100), 2021 IEEE Aerospace Conference. 00, 1-13.
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  • Nguyen, T. V., Wong, R., & Hegde, C. (2019). On the Dynamics of Gradient Descent for Autoencoders. 22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89. 89,
  • Nguyen, T. V., Wong, R., Hegde, C., & AAAI. (2018). A Provable Approach for Double-Sparse Coding. THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE. 3852-3859.
  • Liao, Z., Amariucai, G. T., Wong, R., Guan, Y., & IEEE. The Impact of Discharge Inversion Effect on Learning SRAM Power-Up Statistics. PROCEEDINGS OF THE 2017 ASIAN HARDWARE ORIENTED SECURITY AND TRUST SYMPOSIUM (ASIANHOST). 31-36.
Repository Documents / Preprints2
  • Meskhi, M. M., Wolfe, N. E., Dai, Z., Frohlich, C., Miller, J. M., Wong, R., & Vilalta, R. (2021). A New Constraint on the Nuclear Equation of State from Statistical Distributions of Compact Remnants of Supernovae.
Email
raywong@tamu.edu
First Name
Raymond Ka Wai
Last Name
Wong
mailing address
Texas A&M University; Department Of Statistics; 3143 TAMU
College Station, TX 77843-3143
USA