![](https://dblp.org/img/logo.ua.320x120.png)
![](https://dblp.org/img/dropdown.dark.16x16.png)
![](https://dblp.org/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.org/img/search.dark.16x16.png)
![search dblp](https://dblp.org/img/search.dark.16x16.png)
default search action
Dogyoon Song
Person information
Refine list
![note](https://dblp.org/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j3]Yudong Chen
, Dogyoon Song
, Xumei Xi
, Yuqian Zhang
:
Local Minima Structures in Gaussian Mixture Models. IEEE Trans. Inf. Theory 70(6): 4218-4257 (2024) - [c8]Soo Min Kwon, Zekai Zhang, Dogyoon Song, Laura Balzano
, Qing Qu:
Efficient Low-Dimensional Compression of Overparameterized Models. AISTATS 2024: 1009-1017 - 2023
- [j2]Dogyoon Song
, Pablo A. Parrilo
:
On approximations of the PSD cone by a polynomial number of smaller-sized PSD cones. Math. Program. 198(1): 733-785 (2023) - [c7]Robert P. Malinas, Dogyoon Song, Alfred O. Hero III:
Community Detection in High-Dimensional Graph Ensembles. ACSSC 2023: 322-329 - [c6]Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III:
Robustness-Preserving Lifelong Learning Via Dataset Condensation. ICASSP 2023: 1-5 - [c5]Dogyoon Song, Kyunghee Han:
Errors-in-variables Fr\'echet Regression with Low-rank Covariate Approximation. NeurIPS 2023 - [c4]Zeyu Sun, Dogyoon Song, Alfred O. Hero III:
Minimum-Risk Recalibration of Classifiers. NeurIPS 2023 - [i8]Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III:
Robustness-preserving Lifelong Learning via Dataset Condensation. CoRR abs/2303.04183 (2023) - [i7]Zeyu Sun, Dogyoon Song, Alfred O. Hero III:
Minimum-Risk Recalibration of Classifiers. CoRR abs/2305.10886 (2023) - [i6]Dennis Shen, Dogyoon Song, Peng Ding, Jasjeet S. Sekhon:
Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator. CoRR abs/2309.15769 (2023) - [i5]Soo Min Kwon, Zekai Zhang, Dogyoon Song, Laura Balzano, Qing Qu
:
Efficient Compression of Overparameterized Deep Models through Low-Dimensional Learning Dynamics. CoRR abs/2311.05061 (2023) - [i4]Huijie Zhang, Yifu Lu, Ismail Alkhouri, Saiprasad Ravishankar, Dogyoon Song, Qing Qu:
Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures. CoRR abs/2312.09181 (2023) - 2021
- [b1]Dogyoon Song:
Addressing Missing Data and Scalable Optimization for Data-driven Decision Making. Massachusetts Institute of Technology, USA, 2021 - 2020
- [j1]Yihua Li, Devavrat Shah, Dogyoon Song
, Christina Lee Yu
:
Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model. IEEE Trans. Inf. Theory 66(3): 1760-1784 (2020) - [c3]Devavrat Shah, Dogyoon Song, Zhi Xu, Yuzhe Yang:
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation. NeurIPS 2020 - [i3]Devavrat Shah, Dogyoon Song, Zhi Xu, Yuzhe Yang:
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation. CoRR abs/2006.06135 (2020)
2010 – 2019
- 2019
- [c2]Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song:
On Robustness of Principal Component Regression. NeurIPS 2019: 9889-9900 - [i2]Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song:
Model Agnostic High-Dimensional Error-in-Variable Regression. CoRR abs/1902.10920 (2019) - 2018
- [i1]Devavrat Shah, Dogyoon Song:
Learning Mixture Model with Missing Values and its Application to Rankings. CoRR abs/1812.11917 (2018) - 2016
- [c1]Dogyoon Song, Christina E. Lee, Yihua Li, Devavrat Shah:
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering. NIPS 2016: 2155-2163
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 20:23 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint