default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRoozbeh Yousefzadeh
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
[j1]Xuenan Cao
, Roozbeh Yousefzadeh:
Extrapolation and AI transparency: Why machine learning models should reveal when they make decisions beyond their training. Big Data Soc. 10(1): 205395172311697 (2023)- [i19]Roozbeh Yousefzadeh, Xuenan Cao:
Large Language Models' Understanding of Math: Source Criticism and Extrapolation. CoRR abs/2311.07618 (2023) - [i18]Roozbeh Yousefzadeh:
An Ambiguity Measure for Recognizing the Unknowns in Deep Learning. CoRR abs/2312.06077 (2023) - 2022
- [c3]Roozbeh Yousefzadeh:
Community Detection in Medical Image Datasets: Using Wavelets and Spectral Methods. MICAD 2022: 111-120 - [i17]Roozbeh Yousefzadeh, Xuenan Cao:
To what extent should we trust AI models when they extrapolate? CoRR abs/2201.11260 (2022) - [i16]Roozbeh Yousefzadeh:
Decision boundaries and convex hulls in the feature space that deep learning functions learn from images. CoRR abs/2202.04052 (2022) - [i15]Roozbeh Yousefzadeh:
Deep Learning Generalization, Extrapolation, and Over-parameterization. CoRR abs/2203.10366 (2022) - [i14]Roozbeh Yousefzadeh:
Over-parameterization: A Necessary Condition for Models that Extrapolate. CoRR abs/2203.10447 (2022) - [i13]Roozbeh Yousefzadeh, Xuenan Cao:
Should Machine Learning Models Report to Us When They Are Clueless? CoRR abs/2203.12131 (2022) - 2021
- [i12]Roozbeh Yousefzadeh:
Deep Learning Generalization and the Convex Hull of Training Sets. CoRR abs/2101.09849 (2021) - [i11]Roozbeh Yousefzadeh:
A Sketching Method for Finding the Closest Point on a Convex Hull. CoRR abs/2102.10502 (2021) - [i10]Roozbeh Yousefzadeh:
Federated Learning without Revealing the Decision Boundaries. CoRR abs/2103.00695 (2021) - [i9]Roozbeh Yousefzadeh, Jessica A. Mollick:
Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models. CoRR abs/2112.03411 (2021) - [i8]Roozbeh Yousefzadeh:
A Homotopy Algorithm for Optimal Transport. CoRR abs/2112.06763 (2021) - [i7]Roozbeh Yousefzadeh:
Community Detection in Medical Image Datasets: Using Wavelets and Spectral Methods. CoRR abs/2112.12021 (2021) - 2020
- [c2]Roozbeh Yousefzadeh, Dianne P. O'Leary:
Deep learning interpretation: Flip points and homotopy methods. MSML 2020: 1-26 - [i6]Roozbeh Yousefzadeh, Dianne P. O'Leary:
Auditing and Debugging Deep Learning Models via Decision Boundaries: Individual-level and Group-level Analysis. CoRR abs/2001.00682 (2020) - [i5]Roozbeh Yousefzadeh:
Using wavelets to analyze similarities in image datasets. CoRR abs/2002.10257 (2020) - [i4]Roozbeh Yousefzadeh, Furong Huang:
Using Wavelets and Spectral Methods to Study Patterns in Image-Classification Datasets. CoRR abs/2006.09879 (2020)
2010 – 2019
- 2019
- [b1]Roozbeh Yousefzadeh:
Interpreting Machine Learning Models and Application of Homotopy Methods. University of Maryland, College Park, MD, USA, 2019 - [c1]Roozbeh Yousefzadeh, Diane Oyen, Nina Lanza:
Learning Diverse Gaussian Graphical Models and Interpreting Edges. SDM 2019: 405-413 - [i3]Roozbeh Yousefzadeh, Dianne P. O'Leary:
Interpreting Neural Networks Using Flip Points. CoRR abs/1903.08789 (2019) - [i2]Roozbeh Yousefzadeh, Dianne P. O'Leary:
Refining the Structure of Neural Networks Using Matrix Conditioning. CoRR abs/1908.02400 (2019) - [i1]Roozbeh Yousefzadeh, Dianne P. O'Leary:
Investigating Decision Boundaries of Trained Neural Networks. CoRR abs/1908.02802 (2019)
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 2024-12-08 02:27 CET 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:
