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Joshua DeOliveira
PhD student, Data Science, Worcester Polytechnic Institute
Joined
January 2023
Names
Joshua DeOliveira
(Preferred)
,
Joshua Caseiro DeOliveira
Emails
****@wpi.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Data Science,
Worcester Polytechnic Institute
(wpi.edu)
2022
–
Present
Undergrad student
Computer Science,
Worcester Polytechnic Institute
(wpi.edu)
2019
–
2022
Advisors, Relations & Conflicts
Coauthor
Andrey Bryutkin
2025
–
Present
Coauthor
Veronika Thost
2025
–
Present
Coauthor
SAJAL CHAKROBORTY
2024
–
Present
Coauthor
Lei Cao
2024
–
Present
Coworker
Dennis Hofmann
2024
–
Present
Coauthor
Peter M. VanNostrand
2024
–
Present
Coauthor
Lei Ma
2024
–
Present
Coauthor
Huayi Zhang
2024
–
Present
PhD Advisor
Elke Rundensteiner
2021
–
Present
Coauthor
Walter Gerych
2021
–
Present
Coauthor
Emmanuel Agu
2021
–
Present
Coauthor
Luke Buquicchio
2021
–
Present
Coauthor
Kavin Chandrasekaran
2021
–
Present
Coauthor
Hamid Mansoor
2021
–
Present
Coauthor
Abdulaziz Alajaji
2021
–
Present
Expertise
Neural Tangent Kernels
2024
–
Present
Deep Learning Optimization
2023
–
Present
Semi Supervised Learning
2022
–
Present
Generative Modeling
2021
–
Present
Publications
Uncertainty-Aware LLM Probing
Andrey Bryutkin
,
Angela Li
,
Joshua DeOliveira
,
Elke Rundensteiner
,
Walter Gerych
,
Veronika Thost
Submitted to ICLR 2026
Readers:
Everyone
Agree to Disagree: Robust Anomaly Detection with Noisy Labels
Dennis M. Hofmann
,
Peter M. VanNostrand
,
Lei Ma
,
Huayi Zhang
,
Joshua DeOliveira
,
Lei Cao
,
Elke A. Rundensteiner
Proc. ACM Manag. Data 2025
Readers:
Everyone
The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training
Joshua DeOliveira
,
Walter Gerych
,
Elke A. Rundensteiner
AAAI 2025
Readers:
Everyone
GAN Stabilization Under Practical Training Assumptions
Joshua DeOliveira
,
Walter Gerych
,
Elke A. Rundensteiner
IEEE Big Data 2024
Readers:
Everyone
HAR-CTGAN: A Mobile Sensor Data Generation Tool for Human Activity Recognition
Joshua DeOliveira
,
Walter Gerych
,
Aruzhan Koshkarova
,
Elke A. Rundensteiner
,
Emmanuel Agu
IEEE Big Data 2022
Readers:
Everyone
GAN for Generating User-Specific Human Activity Data From An Incomplete Training Corpus
Walter Gerych
,
Harrison Kim
,
Joshua DeOliveira
,
MaryClare Martin
,
Luke Buquicchio
,
Kavin Chandrasekaran
,
Abdulaziz Alajaji
,
Hamid Mansoor
,
Elke A. Rundensteiner
,
Emmanuel Agu
Published: 01 Jan 2021, Last Modified: 15 May 2023
IEEE BigData 2021
Readers:
Everyone
Co-Authors
Abdulaziz Alajaji
Andrey Bryutkin
Angela Li
Aruzhan Koshkarova
Dennis M. Hofmann
Elke A. Rundensteiner
Elke Rundensteiner
Emmanuel Agu
Hamid Mansoor
Harrison Kim
Huayi Zhang
Kavin Chandrasekaran
Lei Cao
Lei Ma
Luke Buquicchio
MaryClare Martin
Peter M. VanNostrand
Veronika Thost
Walter Gerych