Baran Atalar

According to our database, Baran Atalar authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Continuous Semantic Caching for Low-Cost LLM Serving.

Baran Atalar, Xutong Liu, Jinhang Zuo, Siwei Wang, Wei Chen, Carlee Joe-Wong

CoRR, April, 2026

2025

Neural Bandit Based Optimal LLM Selection for a Pipeline of Tasks.

Baran Atalar, Eddie Zhang, Carlee Joe-Wong

CoRR, August, 2025

Semantic Caching for Low-Cost LLM Serving: From Offline Learning to Online Adaptation.

Xutong Liu, Baran Atalar, Xiangxiang Dai, Jinhang Zuo, Siwei Wang, John C. S. Lui, Wei Chen, Carlee Joe-Wong

CoRR, August, 2025

Neural Combinatorial Clustered Bandits for Recommendation Systems.

Baran Atalar, Carlee Joe-Wong

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2023

Contextual Combinatorial Multi-output GP Bandits with Group Constraints.

Sepehr Elahi, Baran Atalar, Sevda Ögüt, Cem Tekin

Trans. Mach. Learn. Res., 2023

2021

Contextual Combinatorial Volatile Bandits with Satisfying via Gaussian Processes.

Sepehr Elahi, Baran Atalar, Sevda Ögüt, Cem Tekin

CoRR, 2021