Ege Onur Taga

According to our database, Ege Onur Taga authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

Evolutionary Multi-Task Optimization for LLM-Guided Program Discovery.

Halil Alperen Gozeten, Xuechen Zhang, Muhammed Emrullah Ildiz, Ege Onur Taga, Tara Javidi, Samet Oymak

CoRR, May, 2026

Learning to Correct: Calibrated Reinforcement Learning for Multi-Attempt Chain-of-Thought.

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

CoRR, April, 2026

Learning to Bet for Horizon-Aware Anytime-Valid Testing.

Ege Onur Taga, Samet Oymak, Shubhanshu Shekhar

CoRR, March, 2026

Covariance-Aware Transformers for Quadratic Programming and Decision Making.

Kutay Tire, Yufan Zhang, Ege Onur Taga, Samet Oymak

CoRR, February, 2026

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 Thirty-Ninth AAAI Conference on Artificial Intelligence, 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 37: Annual Conference on Neural Information Processing Systems 2024, 2024