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Dogyoon Song
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Year
On robustness of principal component regression
A Agarwal, D Shah, D Shen, D Song
Advances in Neural Information Processing Systems 32, 2019
472019
Blind regression: Nonparametric regression for latent variable models via collaborative filtering
CE Lee, Y Li, D Shah, D Song
Advances in Neural Information Processing Systems 29, 2155-2163, 2016
472016
Nearest neighbors for matrix estimation interpreted as blind regression for latent variable model
Y Li, D Shah, D Song, CL Yu
IEEE Transactions on Information Theory 66 (3), 1760-1784, 2019
21*2019
Sample efficient reinforcement learning via low-rank matrix estimation
D Shah, D Song, Z Xu, Y Yang
Advances in Neural Information Processing Systems 33, 2020
202020
Learning RUMs: Reducing Mixture to Single Component via PCA
D Shah, D Song
arXiv preprint arXiv:1812.11917, 2018
10*2018
Verifying start-up failures in coupled ring oscillators in presence of variability using predictive global optimization
T Kim, DG Song, S Youn, J Park, H Park, J Kim
2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 486-493, 2013
62013
On approximations of the psd cone by a polynomial number of smaller-sized psd cones
D Song, PA Parrilo
Mathematical Programming, 1-53, 2022
42022
Discretization and discrimination methods for design, verification, and testing of analog/mixed-signal circuits
J Kim, J Lee, DG Song, T Kim, KH Kim, S Jung, S Youn
Proceedings of the IEEE 2013 Custom Integrated Circuits Conference, 1-8, 2013
32013
A low-power high-radix switch fabric based on low-swing signaling and partially-activated input lines
D Song, J Kim
2013 International Symposium onVLSI Design, Automation, and Test (VLSI-DAT), 1-4, 2013
32013
On robustness of principal component regression
A Agarwal, D Shah, D Shen, D Song
Journal of the American Statistical Association, 1-34, 2021
2021
Addressing Missing Data and Scalable Optimization for Data-driven Decision Making
D Song
Massachusetts Institute of Technology, 2021
2021
Deconvolution with Unknown Error Distribution Interpreted as Blind Isotonic Regression
D Shah, D Song
arXiv preprint, arXiv: 1803.03469, 2018
2018
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Articles 1–12