Ege Onur Taga

According to our database, Ege Onur Taga authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws.

Muhammed Emrullah Ildiz, Halil Alperen Gozeten, Ege Onur Taga, Marco Mondelli, Samet Oymak

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data.

Ege Onur Taga, Muhammed Emrullah Ildiz, Samet Oymak

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Retrieval Augmented Time Series Forecasting.

Kutay Tire, Ege Onur Taga, Muhammed Emrullah Ildiz, Samet Oymak

CoRR, 2024

TREACLE: Thrifty Reasoning via Context-Aware LLM and Prompt Selection.

Xuechen Zhang, Zijian Huang, Ege Onur Taga, Carlee Joe-Wong, Samet Oymak, Jiasi Chen

CoRR, 2024

Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning.

Xuechen Zhang, Zijian Huang, Ege Onur Taga, Carlee Joe-Wong, Samet Oymak, Jiasi Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024