Ege Beyazit

13 papers A* 4A 1B 1Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
$$\texttt{C2-DPO}$$: Constrained Controlled Direct Preference Optimization.
Trans. Mach. Learn. Res.
Kavosh Asadi, Xingzi Xu, Julien Han, Ege Beyazit, Idan Pipano, Dominique Perrault-Joncas, Shoham Sabach, Mohammad Ghavamzadeh, Karim Bouyarmane
2025 J jnl
Enabling Fine-Grained Operating Points for Black-Box LLMs.
CoRR
Ege Beyazit, KL Navaneet, Prashant Mathur, Roi Blanco, Vidit Bansal, Karim Bouyarmane
2023 A* conf
An Inductive Bias for Tabular Deep Learning.
NeurIPS
Ege Beyazit, Jonathan Kozaczuk, Bo Li, Vanessa Wallace, Bilal Fadlallah
2021 J jnl
Toward Mining Capricious Data Streams: A Generative Approach.
IEEE Trans. Neural Networks Learn. Syst.
Yi He, Baijun Wu, Di Wu, Ege Beyazit, Sheng Chen, Xindong Wu
2020 J jnl
Cost Efficient Repository Management for Cloud-Based On-Demand Video Streaming.
CoRR
Mahmoud Darwich, Ege Beyazit, Mohsen Amini Salehi, Magdy A. Bayoumi
2020 A* conf
Learning Interpretable Representations with Informative Entanglements.
IJCAI
Ege Beyazit, Doruk Tuncel, Xu Yuan, Nian-Feng Tzeng, Xindong Wu
2020 A conf
Online Learning to Accelerate Neural Network Inference with Traveling Classifiers.
ECAI
Ege Beyazit, Yi He, Nian-Feng Tzeng, Xindong Wu
2019 J jnl
Cost-Efficient Cloud-Based Video Streaming Through Measuring Hotness.
Comput. J.
Mahmoud Darwich, Mohsen Amini Salehi, Ege Beyazit, Magdy A. Bayoumi
2019 A* conf
Online Learning from Capricious Data Streams: A Generative Approach.
IJCAI
Yi He, Baijun Wu, Di Wu, Ege Beyazit, Sheng Chen, Xindong Wu
2019 A* conf
Online Learning from Data Streams with Varying Feature Spaces.
AAAI
Ege Beyazit, Jeevithan Alagurajah, Xindong Wu
2018 — conf
Learning Simplified Decision Boundaries from Trapezoidal Data Streams.
ICANN (1)
Ege Beyazit, Matin Hosseini, Anthony Maida, Xindong Wu
2018 B conf
Supervised Data Synthesizing and Evolving - A Framework for Real-World Traffic Crash Severity Classification.
ICTAI
Yi He, Di Wu, Ege Beyazit, Xiaoduan Sun, Xindong Wu
2017 — conf
Cost Efficient Repository Management for Cloud-Based On-demand Video Streaming.
MobileCloud
Mahmoud Darwich, Ege Beyazit, Mohsen Amini Salehi, Magdy A. Bayoumi