Derek Cole Aguiar
Associate Professor/Computing

Are you Derek Cole Aguiar?

How to update your information.
Scholarly Contributions

60 Scholarly Contributions

20
Journal Articles
16
Conference Proceedings
13
Poster/Presentations
6
Other Scholarly Works
3
Teaching Materialss
2
Book Chapters
Supervised Bayesian Nonparametric Clustering
2023
Derek Aguiar, Jinbo Bi, Zhiyi Chi, Aaron Palmer
Research Type: Other Scholarly Work

The fragmentation coagulation process haplotype cluster graph model
2023
Yee Whye Teh, Derek Aguiar, Lloyd T. Elliott, Aaron Palmer, Genna Gliner, Barbara E. Engelhardt, Marjan Hosseini
Research Type: Other Scholarly Work

Deep statistical modelling of nanopore sequencing reveals latent non-B DNA structures
2023
Derek C Aguiar
Research Type: Poster/Presentation

Curriculum Design and Improvement: Integrating AI Concepts and Societal Problems in a Secondary Science Module.
2024
Yue Bai, J Corricelli, Megan Staples, S Legitime, David Campbell, Derek Cole Aguiar
Research Type: Poster/Presentation

Distilling Adversarial Robustness Using Heterogeneous Teachers
2025
Rigel Mahmood, Derek C Aguiar, Jinbo Bi, Ethan Rathbun, Kaleel Mahmood, Aaron Palmer, Jieren Deng
Research Type: Conference Proceedings

Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness
2025
Jinbo Bi, Derek Aguiar, Xin Zhou, Aaron Palmer, Jieren Deng, Yuan Hong, Hanbin Hong, Kaleel Mahmood
Research Type: Conference Proceedings

Trends and Barriers of Medication Treatment for Opioid Use Disorders: A Systematic Review and Meta-Analysis
2025
Abigail Leander, Beth S. Russell, Adrian V. Hernandez, Xiaomei S. Cong, Ofer Harel, Derek Aguiar, Nathaniel Rickles, Morica Hutchison
Research Type: Journal Article

https://dx.doi.org/10.1177/00220426231204841
Bayesian Reconstruction and Differential Testing of Excised Introns
2025
Marjan Hosseini, Devin McConnell, Derek Cole Aguiar
Research Type: Journal Article

A Probabilistic Model for Allele Specific Expression and X-inactivation Mosaicism
Derek C Aguiar, Marjan Hosseini, Chandra Sekhar Dronavajjala
Research Type: Conference Proceedings

The Benefits of Multiple Teachers: Distributed Knowledge Distillation with Partial Information
Aaron Palmer, Derek C Aguiar, Jieren Deng
Research Type: Conference Proceedings

SMOOTH AND STEPWISE SELF-DISTILLATION FOR OBJECT DETECTION
Jieren Deng, Hao Tian, Derek C Aguiar, Xin Zhou
Research Type: Conference Proceedings

GBSD: Generative Bokeh with Stage Diffusion
Derek C Aguiar, Jieren Deng
Research Type: Conference Proceedings

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks
Kingsley Udeh, Derek C Aguiar, Diego Cerrai, Emmanouil N Anagnostou, David Wanik
Research Type: Conference Proceedings

Novel Function Annotation Tool Revealed Obesity-Induced Inflammation is Exacerbated by miR-150 Regulated B Cell Receptor Signaling
Beiyan Zhou, Derek C Aguiar, Lili Qu, Ivy Li, Keaton Karlinsey, Alyssa J Matz, Anthony T Vella
Research Type: Conference Proceedings

Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature Integration
Devin McConnell, Sybille Legitime, Derek C Aguiar, Kaustubh Prabhu, Bing Wang, Dipak Dey
Research Type: Conference Proceedings

Modeling Utility Customer Outages with Deep Neural Networks
Kingsley Udeh, Derek Aguiar, Diego Cerrai, David W. Wanik, Emmanouil Anagnostou
Research Type: Journal Article

The fragmentation coagulation process haplotype cluster graph model.
Derek C Aguiar
Research Type: Journal Article

Robust and interpretable statistical genetic modelling.
Derek C Aguiar
Research Type: Journal Article

Probabilistic Storm and Electric Utility Customer Outage Prediction
Kingsley Udeh, Diego Cerrai, Derek C Aguiar, Emmanouil N Anagnostou, David Wanik
Research Type: Journal Article

Interpretable Fake News Detection with Topic and Deep Variational Models
Marjan Hosseini, Alireza Javadian Sabet, Derek C Aguiar, Suining He
Research Type: Journal Article