default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSarath Shekkizhar
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[c10]Aryan Gulati, Xingjian Dong, Carlos Hurtado, Sarath Shekkizhar, Swabha Swayamdipta, Antonio Ortega:
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression. EMNLP (Findings) 2024: 12943-12959- [c9]Randall Balestriero, Romain Cosentino, Sarath Shekkizhar:
Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation. ICML 2024 - [i10]Romain Cosentino, Sarath Shekkizhar:
Reasoning in Large Language Models: A Geometric Perspective. CoRR abs/2407.02678 (2024) - [i9]Aryan Gulati, Xingjian Dong, Carlos Hurtado, Sarath Shekkizhar, Swabha Swayamdipta, Antonio Ortega:
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression. CoRR abs/2407.13141 (2024) - 2023
- [c8]Carlos Hurtado, Sarath Shekkizhar, Javier Ruiz Hidalgo, Antonio Ortega:
Study of Manifold Geometry Using Multiscale Non-Negative Kernel Graphs. ICASSP 2023: 1-5 - [i8]Randall Balestriero, Romain Cosentino, Sarath Shekkizhar:
Characterizing Large Language Model Geometry Solves Toxicity Detection and Generation. CoRR abs/2312.01648 (2023) - 2022
- [c7]Sarath Shekkizhar, Antonio Ortega:
NNK-Means: Data summarization using dictionary learning with non-negative kernel regression. EUSIPCO 2022: 2161-2165 - [c6]David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar:
Channel Redundancy and Overlap in Convolutional Neural Networks with Channel-Wise NNK Graphs. ICASSP 2022: 4328-4332 - [i7]Romain Cosentino, Sarath Shekkizhar, Mahdi Soltanolkotabi
, Salman Avestimehr, Antonio Ortega:
The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning. CoRR abs/2209.08622 (2022) - [i6]Carlos Hurtado, Sarath Shekkizhar, Javier Ruiz Hidalgo, Antonio Ortega:
Study of Manifold Geometry using Multiscale Non-Negative Kernel Graphs. CoRR abs/2210.17475 (2022) - 2021
- [c5]Sarath Shekkizhar, Antonio Ortega:
Model selection and explainability in neural networks using a polytope interpolation framework. ACSCC 2021: 177-181 - [c4]David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar:
Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation. APSIPA ASC 2021: 351-358 - [i5]David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar:
Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation. CoRR abs/2107.12972 (2021) - [i4]Sarath Shekkizhar, Antonio Ortega:
NNK-Means: Dictionary Learning using Non-Negative Kernel regression. CoRR abs/2110.08212 (2021) - [i3]David Bonet, Antonio Ortega, Javier Ruiz Hidalgo, Sarath Shekkizhar:
Channel redundancy and overlap in convolutional neural networks with channel-wise NNK graphs. CoRR abs/2110.11400 (2021) - 2020
- [c3]Sarath Shekkizhar, Antonio Ortega:
Graph Construction from Data by Non-Negative Kernel Regression. ICASSP 2020: 3892-3896 - [c2]Sarath Shekkizhar, Antonio Ortega:
Efficient Graph Construction For Image Representation. ICIP 2020: 1956-1960 - [c1]Keisuke Nonaka, Sarath Shekkizhar, Antonio Ortega:
Graph-based Deep Learning Analysis and Instance Selection. MMSP 2020: 1-6 - [i2]Sarath Shekkizhar, Antonio Ortega:
DeepNNK: Explaining deep models and their generalization using polytope interpolation. CoRR abs/2007.10505 (2020)
2010 – 2019
- 2019
- [i1]Sarath Shekkizhar, Antonio Ortega:
Graph Construction from Data using Non Negative Kernel regression (NNK Graphs). CoRR abs/1910.09383 (2019)
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 2025-01-09 13:27 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:
