Muhammed Emrullah Ildiz

Venues

Frequent coauthors

Papers

1. High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws
   ICLR 2025 · Muhammed Emrullah Ildiz
2. Test-Time Training Provably Improves Transformers as In-context Learners
   ICML 2025 ·

   Halil Alperen Gozeten

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3. TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data
   AAAI 2025 ·

   Ege Onur Taga

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4. From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
   ICML 2024 · Muhammed Emrullah Ildiz
5. Mechanics of Next Token Prediction with Self-Attention
   AISTATS 2024 ·

   Yingcong Li

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6. Understanding Inverse Scaling and Emergence in Multitask Representation Learning
   AISTATS 2024 · Muhammed Emrullah Ildiz