Özlem Özmen Garibay

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Bayes Classifiers

Grand Challenges

Top Venues

Briefings Bioinform.

Publications

Sina Abdidizaji, Alexander Baekey, Chathura Jayalath, Alexander V. Mantzaris, Özlem Özmen Garibay, Ivan Garibay
Analyzing X's Web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures. CoRR (2024)
Aida Tayebi, Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Niloofar Yousefi, Özlem Özmen Garibay
Learning Fair Representations: Mitigating Statistical Dependencies. HCI (52) (2024)
Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Sina Abdidizaji, Özlem Özmen Garibay
FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation. RECOMB (2024)
Niloofar Yousefi, Mehdi Yazdani-Jahromi, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Tanumoy Banerjee, Agnivo Gosai, Ganesh Balasubramanian, Sudipta Seal, Özlem Özmen Garibay
BindingSite-AugmentedDTA: enabling a next-generation pipeline for interpretable prediction models in drug repurposing. Briefings Bioinform. 24 (3) (2023)
Amirarsalan Rajabi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Gita Sukthankar
Through a Fair Looking-Glass: Mitigating Bias in Image Datasets. HCI (40) (2023)
Özlem Özmen Garibay, Brent Winslow, Salvatore Andolina, Margherita Antona, Anja Bodenschatz, Constantinos Coursaris, Gregory Falco, Stephen M. Fiore, Ivan Garibay, Keri Grieman, John C. Havens, Marina Jirotka, Hernisa Kacorri, Waldemar Karwowski, Joseph T. Kider Jr., Joseph A. Konstan, Sean Koon, Monica Lopez-Gonzalez, Iliana Maifeld-Carucci, Sean McGregor, Gavriel Salvendy, Ben Shneiderman, Constantine Stephanidis, Christina Strobel, Carolyn Ten Holter, Wei Xu
Six Human-Centered Artificial Intelligence Grand Challenges. Int. J. Hum. Comput. Interact. 39 (3) (2023)
Aida Tayebi, Özlem Özmen Garibay
Improving Fairness via Deep Ensemble Framework Using Preprocessing Interventions. HCI (40) (2023)
Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Sina Abdidizaji, Özlem Özmen Garibay
FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation. CoRR (2023)
Amirarsalan Rajabi, Özlem Özmen Garibay
Distance Correlation GAN: Fair Tabular Data Generation with Generative Adversarial Networks. HCI (40) (2023)
Amirarsalan Rajabi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Gita Sukthankar
Through a fair looking-glass: mitigating bias in image datasets. CoRR (2022)
Ece Çigdem Mutlu, Niloofar Yousefi, Özlem Özmen Garibay
Contrastive Counterfactual Fairness in Algorithmic Decision-Making. AIES (2022)
Mehdi Yazdani-Jahromi, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay
Distraction is All You Need for Fairness. CoRR (2022)
Özlem Özmen Garibay, Niloofar Yousefi, Kevin Aslett, Jacopo Baggio, Erik Hemberg, Chathura Jayalath, Alexander V. Mantzaris, Bruce Miller, Una-May O'Reilly, William Rand, Chathurani Senevirathna, Ivan Garibay
Entropy-Based Characterization of Influence Pathways in Traditional and Social Media. CIC (2022)
Amirarsalan Rajabi, Özlem Özmen Garibay
TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks. Mach. Learn. Knowl. Extr. 4 (2) (2022)
Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Sudipta Seal, Özlem Özmen Garibay
AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification. Briefings Bioinform. 23 (4) (2022)
Ece C. Mutlu, Özlem Özmen Garibay
A Quantum Leap for Fairness: Quantum Bayesian Approach for Fair Decision Making. HCI (41) (2021)
Amirarsalan Rajabi, Özlem Özmen Garibay
TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks. CoRR (2021)
Ece C. Mutlu, Özlem Özmen Garibay
Quantum Contagion: A Quantum-Like Approach for the Analysis of Social Contagion Dynamics with Heterogeneous Adoption Thresholds. Entropy 23 (5) (2021)
Lux Miranda, Özlem Özmen Garibay
Multi-agent Naïve Utility Calculus: Intent Recognition in the Stag-Hunt Game. SBP-BRiMS (2021)
Ece Çigdem Mutlu, Toktam A. Oghaz, Jasser Jasser, Ege Tütüncüler, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay, Ivan Garibay
A Stance Data Set on Polarized Conversations on Twitter about the Efficacy of Hydroxychloroquine as a Treatment for COVID-19. CoRR (2020)
Chathika Gunaratne, Mustafa Ilhan Akbas, Ivan I. Garibay, Özlem Özmen Garibay
Evaluation of Zika Vector Control Strategies Using Agent-Based Modeling. CoRR (2016)
Mustafa Ilhan Akbas, Chathika Gunaratne, Özlem Özmen Garibay, Ivan I. Garibay, Thomas O'Neal
Role of entrepreneurial support for networking in innovation ecosystems: an agent based approach. WSC (2015)