Dogyoon Song
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Blind regression: Nonparametric regression for latent variable models via collaborative filtering
D Song, CE Lee, Y Li, D Shah
Advances in Neural Information Processing Systems, 2155-2163, 2016
On robustness of principal component regression
A Agarwal, D Shah, D Shen, D Song
Advances in Neural Information Processing Systems, 9893-9903, 2019
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
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
Mixture Learning from Partial Observations and Its Application to Ranking
D Shah, D Song
arXiv preprint arXiv:1812.11917, 2018
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
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
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation
D Shah, D Song, Z Xu, Y Yang
arXiv preprint arXiv:2006.06135, 2020
Monotone Matrix Estimation via Robust Deconvolution
D Shah, D Song
arXiv preprint arXiv:1803.03469, 2018
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