Gozeten, Halil Alperen

1. High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws
   2024/10/24 by M. Emrullah Ildiz, Ildiz, M. Emrullah, Halil Alperen Gozeten +7 · 8 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
2. Continuous Chain of Thought Enables Parallel Exploration and Reasoning
   2025/05/29 by Halil Alperen Gozeten, M. Emrullah Ildiz, Gozeten, Halil Alperen +8 · 11 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Test-Time Training Provably Improves Transformers as In-context Learners
   2025/03/14 by Gozeten, Halil Alperen, Ildiz, M. Emrullah, Zhang, Xuechen +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)