Ozlem O. Garibay

21 papers A* 1A 3Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Monkey Jump : MoE-Style PEFT for Efficient Multi-Task Learning.
CoRR
Nusrat Jahan Prottasha, Md Kowsher, Chun-Nam Yu, Chen Chen, Ozlem O. Garibay
2025 — conf
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting.
NAACL (Findings)
Mohammad Jahid Ibna Basher, Md. Kowsher, Md Saiful Islam, Rabindra Nath Nandi, Nusrat Jahan Prottasha, Mehadi Hasan Menon, Tareq Al Muntasir, Shammur Absar Chowdhury, Firoj Alam, Niloofar Yousefi, Ozlem O. Garibay
2025 J jnl
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting.
CoRR
Mohammad Jahid Ibna Basher, Md. Kowsher, Md Saiful Islam, Rabindra Nath Nandi, Nusrat Jahan Prottasha, Mehadi Hasan Menon, Tareq Al Muntasir, Shammur Absar Chowdhury, Firoj Alam, Niloofar Yousefi, Ozlem O. Garibay
2025 — conf
Does Self-Attention Need Separate Weights in Transformers?
NAACL (Industry Track)
Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi
2025 J jnl
How Bidirectionality Helps Language Models Learn Better via Dynamic Bottleneck Estimation.
CoRR
Md. Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Chen Chen, Ozlem O. Garibay, Niloofar Yousefi
2025 J jnl
PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models.
CoRR
Nusrat Jahan Prottasha, Upama Roy Chowdhury, Shetu Mohanto, Tasfia Nuzhat, Abdullah As Sami, Md Shamol Ali, Md. Shohanur Islam Sobuj, Hafijur Raman, Md. Kowsher, Ozlem O. Garibay
2025 — conf
Predicting Through Generation: Why Generation Is Better for Prediction.
ACL (1)
Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi
2025 J jnl
Predicting Through Generation: Why Generation Is Better for Prediction.
CoRR
Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi
2025 J jnl
User Profile with Large Language Models: Construction, Updating, and Benchmarking.
CoRR
Nusrat Jahan Prottasha, Md. Kowsher, Hafijur Raman, Israt Jahan Anny, Prakash Bhat, Ivan Garibay, Ozlem O. Garibay
2024 J jnl
Does Self-Attention Need Separate Weights in Transformers?
CoRR
Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi
2024 A* conf
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium.
NeurIPS
Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Amirarsalan Rajabi, Aida Tayebi, Ivan Garibay, Ozlem O. Garibay
2023 J jnl
Evolutionary Model Discovery of Human Behavioral Factors Driving Decision-Making in Irrigation Experiments.
J. Artif. Soc. Soc. Simul.
Lux Miranda, Ozlem O. Garibay, Jacopo A. Baggio
2021 — conf
Towards Fairness in AI: Addressing Bias in Data Using GANs.
HCI (41)
Amirarsalan Rajabi, Ozlem O. Garibay
2013 J jnl
A Topic-Driven Modular Approach to Engineering Education Delivery.
Int. J. Emerg. Technol. Learn.
Ruba Akram Amarin, Ozlem O. Garibay, Issa Batarseh
2009 A conf
On the performance effects of unbiased module encapsulation.
GECCO
R. Paul Wiegand, Gautham Anil, Ivan I. Garibay, Ozlem O. Garibay, Annie S. Wu
2007 A conf
Analyzing the effects of module encapsulation on search space bias.
GECCO
Ozlem O. Garibay, Annie S. Wu
2006 J jnl
Emergence of genomic self-similarity in location independent representations.
Genet. Program. Evolvable Mach.
Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay
2005 A conf
On favoring positive correlations between form and quality of candidate solutions via the emergence of genomic self-similarity.
GECCO
Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay
2005 — conf
On location independent representations and self-organization.
GECCO Workshops
Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay
2004 — conf
Effects of Module Encapsulation in Repetitively Modular Genotypes on the Search Space.
GECCO (1)
Ivan I. Garibay, Ozlem O. Garibay, Annie S. Wu
2003 — conf
The Modular Genetic Algorithm: Exploiting Regularities in the Problem Space.
ISCIS
Ozlem O. Garibay, Ivan I. Garibay, Annie S. Wu