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Daphney-Stavroula Zois
Associate Professor, Electrical & Computer Engineering, State University of New York at Albany
Joined
July 2019
Names
Daphney-Stavroula Zois
(Preferred)
,Â
Daphney-Stavrou Zois
Emails
****@albany.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Associate Professor
Electrical & Computer Engineering,
State University of New York at Albany
(albany.edu)
2022
–
Present
Assistant Professor
Electrical & Computer Engineering,
State University of New York, Albany
(albany.edu)
2016
–
2022
Postdoc
Coordinate Sciences Laboratory,
University of Illinois, Urbana-Champaign
(uiuc.edu)
2014
–
2016
PhD student
Electrical Engineering,
University of Southern California
(usc.edu)
2010
–
2014
MS student
Electrical Engineering,
University of Southern California
(usc.edu)
2008
–
2010
Undergrad student
Computer Engineering & Informatics,
University of Patras, Greece
(upatras.gr)
2002
–
2007
Advisors, Relations & Conflicts
Family
Theodora Chaspari
2010
–
Present
Family
Charalampos Chelmis
2004
–
Present
Family
Daphney-Stavroula Zois
2002
–
Present
Postdoc Advisor
Maxim Raginsky
2014
–
2016
PhD Advisor
Urbashi Mitra
2008
–
2014
Expertise
supervised/semi-supervised/unsupervised machine learning
Present
Bayesian networks
Present
Markov decision processes; Partially observable Markov decision processes
Present
Hypothesis testing; quickest detection; quickest change detection
Present
Reinforcement learning
Present
Ensemble Learning
Present
Human-AI Collaboration
Present
Publications
Sequential Datum-wise Feature Acquisition and Classifier Selection
Sachini Piyoni Ekanayake
,
Daphney-Stavroula Zois
,
Charalampos Chelmis
IEEE Trans. Artif. Intell. 2024
Readers:
Everyone
Datum-Wise Inference in Structured Environments
Sachini Piyoni Ekanayake
,
Daphney-Stavroula Zois
IEEE Trans. Artif. Intell. 2024
Readers:
Everyone
Sequential Acquisition of Features and Experts for Datum-Wise Classification
Sachini Piyoni Ekanayake
,
Daphney-Stavroula Zois
ICASSP 2024
Readers:
Everyone
Sequential Datum–Wise Joint Feature Selection and Classification in the Presence of External Classifier
Sachini Piyoni Ekanayake
,
Daphney-Stavroula Zois
,
Charalampos Chelmis
01 Sept 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Interpretability in the Context of Sequential Cost-Sensitive Feature Acquisition
Yasitha Warahena Liyanage
,
Daphney-Stavroula Zois
01 Sept 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Datum–Wise Inference in Structured Environments
Sachini Piyoni Ekanayake
,
Daphney-Stavroula Zois
01 Sept 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Bayesian Network Modeling and Prediction of Transitions Within the Homelessness System
Khandker Sadia Rahman
,
Daphney-Stavroula Zois
,
Charalampos Chelmis
Published: 01 Jan 2023, Last Modified: 23 Dec 2023
ICASSP 2023
Readers:
Everyone
Interpretability in the Context of Sequential Cost-Sensitive Feature Acquisition
Yasitha Warahena Liyanage
,
Daphney-Stavroula Zois
Published: 01 Jan 2023, Last Modified: 23 Dec 2023
ICASSP 2023
Readers:
Everyone
Sequential Datum-Wise Joint Feature Selection and Classification in the Presence of External Classifier
Sachini Piyoni Ekanayake
,
Daphney-Stavroula Zois
,
Charalampos Chelmis
Published: 01 Jan 2023, Last Modified: 23 Dec 2023
ICASSP 2023
Readers:
Everyone
Sequential Bayesian Network Structure Learning
Sachini Piyoni Ekanayake
,
Daphney-Stavroula Zois
2022 (modified: 17 Apr 2023)
IEEECONF 2022
Readers:
Everyone
View all 67 publications
Co-Authors
Ally E. Atkins
Angeliki Kapodistria
B. Adar Emken
Charalampos Chelmis
Christopher Yong
Donna Spruijt-Metz
Gaurav S. Sukhatme
Gautam Thatte
Hadi Habibzadeh
Harshvardhan Vathsangam
Imara Nazar
James J. S. Norton
Kevin J. Long
Khandker Sadia Rahman
Marco Levorato
Mariya Zheleva
Mark Kimball
Maxim Raginsky
Mengfan Yao
Ming Li
Murali Annavaram
Olivia Zhou
Omid Rajabi Shishvan
Peng Guan
Petko Bogdanov
View all 38 co-authors