default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDDavid Hong
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2023
[j8]David Hong
, Fan Yang, Jeffrey A. Fessler, Laura Balzano:
Optimally Weighted PCA for High-Dimensional Heteroscedastic Data. SIAM J. Math. Data Sci. 5(1): 222-250 (2023)- [j7]Edgar Dobriban, Hamed Hassani, David Hong, Alexander Robey:
Provable Tradeoffs in Adversarially Robust Classification. IEEE Trans. Inf. Theory 69(12): 7793-7822 (2023) - 2021
- [j6]David Hong, Kyle Gilman, Laura Balzano, Jeffrey A. Fessler:
HePPCAT: Probabilistic PCA for Data With Heteroscedastic Noise. IEEE Trans. Signal Process. 69: 4819-4834 (2021) - 2020
- [j5]David Hong, Tamara G. Kolda, Jed A. Duersch:
Generalized Canonical Polyadic Tensor Decomposition. SIAM Rev. 62(1): 133-163 (2020) - [j4]Tamara G. Kolda, David Hong:
Stochastic Gradients for Large-Scale Tensor Decomposition. SIAM J. Math. Data Sci. 2(4): 1066-1095 (2020) - 2019
- [j3]Il Yong Chun, David Hong, Ben Adcock, Jeffrey A. Fessler:
Convolutional Analysis Operator Learning: Dependence on Training Data. IEEE Signal Process. Lett. 26(8): 1137-1141 (2019) - 2018
- [j2]David Hong, Laura Balzano, Jeffrey A. Fessler:
Asymptotic performance of PCA for high-dimensional heteroscedastic data. J. Multivar. Anal. 167: 435-452 (2018) - [j1]Christof Seiler, Tamar Green, David Hong, Lindsay Chromik, Lynne Huffman, Susan P. Holmes, Allan L. Reiss:
Multi-Table Differential Correlation Analysis of Neuroanatomical and Cognitive Interactions in Turner Syndrome. Neuroinformatics 16(1): 81-93 (2018)
Conference and Workshop Papers
- 2019
- [c7]David Hong, Laura Balzano, Jeffrey A. Fessler:
Probabilistic PCA for Heteroscedastic Data. CAMSAP 2019: 26-30 - [c6]Caroline Crockett, David Hong, Il Yong Chun, Jeffrey A. Fessler:
Incorporating Handcrafted Filters in Convolutional Analysis Operator Learning for Ill-Posed Inverse Problems. CAMSAP 2019: 316-320 - [c5]David Hong, Shunbo Lei, Johanna L. Mathieu, Laura Balzano:
Exploration of tensor decomposition applied to commercial building baseline estimation. GlobalSIP 2019: 1-5 - 2018
- [c4]David Hong, Robert P. Malinas, Jeffrey A. Fessler, Laura Balzano:
Learning Dictionary-Based Unions of Subspaces for Image Denoising. EUSIPCO 2018: 1597-1601 - [c3]Greg Ongie, David Hong, Dejiao Zhang, Laura Balzano:
Online Estimation of Coherent Subspaces with Adaptive Sampling. SSP 2018: 841-845 - 2017
- [c2]Greg Ongie, David Hong, Dejiao Zhang, Laura Balzano:
Enhanced online subspace estimation via adaptive sensing. ACSSC 2017: 993-997 - 2016
- [c1]David Hong, Laura Balzano, Jeffrey A. Fessler:
Towards a theoretical analysis of PCA for heteroscedastic data. Allerton 2016: 496-503
Informal and Other Publications
- 2020
- [i7]Shunbo Lei, David Hong, Johanna L. Mathieu, Ian A. Hiskens:
Baseline Estimation of Commercial Building HVAC Fan Power Using Tensor Completion. CoRR abs/2004.13557 (2020) - [i6]Edgar Dobriban, Hamed Hassani, David Hong, Alexander Robey:
Provable tradeoffs in adversarially robust classification. CoRR abs/2006.05161 (2020) - 2019
- [i5]Il Yong Chun, David Hong, Ben Adcock, Jeffrey A. Fessler:
Convolutional Analysis Operator Learning: Dependence on Training Data. CoRR abs/1902.08267 (2019) - [i4]Tamara G. Kolda, David Hong:
Stochastic Gradients for Large-Scale Tensor Decomposition. CoRR abs/1906.01687 (2019) - 2018
- [i3]David Hong, Tamara G. Kolda, Jed A. Duersch:
Generalized Canonical Polyadic Tensor Decomposition. CoRR abs/1808.07452 (2018) - 2017
- [i2]John Lipor, David Hong, Dejiao Zhang, Laura Balzano:
Subspace Clustering using Ensembles of $K$-Subspaces. CoRR abs/1709.04744 (2017) - [i1]Ashkan Yousefpour, Caleb Fung, Tam Nguyen, David Hong, Daniel Zhang:
Instant Accident Reporting and Crowdsensed Road Condition Analytics for Smart Cities. CoRR abs/1711.06710 (2017)
Coauthor Index
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 21:16 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
