Dogyoon Song
Cited by
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On robustness of principal component regression
A Agarwal, D Shah, D Shen, D Song
Advances in Neural Information Processing Systems 32, 2019
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
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
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
Learning RUMs: Reducing Mixture to Single Component via PCA
D Shah, D Song
arXiv preprint arXiv:1812.11917, 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
On approximations of the PSD cone by a polynomial number of smaller-sized PSD cones
D Song, PA Parrilo
Mathematical Programming 198 (1), 733-785, 2023
Local Minima Structures in Gaussian Mixture Models
Y Chen, D Song, X Xi, Y Zhang
arXiv preprint arXiv:2009.13040, 2020
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
Kronecker-structured covariance models for multiway data
Y Wang, Z Sun, D Song, A Hero
Statistic Surveys 16, 238-270, 2022
Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator
D Shen, D Song, P Ding, JS Sekhon
arXiv preprint arXiv:2309.15769, 2023
Robustness-Preserving Lifelong Learning Via Dataset Condensation
J Jia, Y Zhang, D Song, S Liu, A Hero
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Minimum-Risk Recalibration of Classifiers
Z Sun, D Song, A Hero
arXiv preprint arXiv:2305.10886, 2023
Errors-in-variables Fr\'echet Regression with Low-rank Covariate Approximation
K Han, D Song
arXiv preprint arXiv:2305.09282, 2023
On Separability of Covariance in Multiway Data Analysis
D Song, AO Hero
arXiv preprint arXiv:2302.02415, 2023
On robustness of principal component regression
A Agarwal, D Shah, D Shen, D Song
Journal of the American Statistical Association, 1-34, 2021
Addressing Missing Data and Scalable Optimization for Data-driven Decision Making
D Song
Massachusetts Institute of Technology, 2021
Deconvolution with Unknown Error Distribution Interpreted as Blind Isotonic Regression
D Shah, D Song
arXiv preprint, arXiv: 1803.03469, 2018
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