Batu El
Scholar

Batu El

Google Scholar ID: fuY9Zc8AAAAJ
Stanford University
Machine Learning
Citations & Impact
All-time
Citations
10
 
H-index
2
 
i10-index
0
 
Publications
4
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • Moloch's Bargain: Emergent Misalignment When LLMs Compete for Audiences (2025, Batu El, James Zou)
  • Inefficiencies of Meta Agents for Agent Design (2025, Batu El, Mert Yuksekgonul, James Zou)
  • Cost-of-Pass: An Economic Framework for Evaluating Language Models (2025, Mehmet Hamza Erol, Batu El, Mirac Suzgun, Mert Yuksekgonul, James Zou)
  • Towards Mechanistic Interpretability of Graph Transformers via Attention Graphs (2025, Batu El, Deepro Choudhury, Pietro Liò, Chaitanya K. Joshi)
  • Bayesian Optimization for Guided Hypothesis Sampling in Minimum Bayes Risk Decoding (2024, Batu El, Julius Cheng, Andreas Vlachos)
  • Understanding and Improving Representation Learning in the Presence of Shortcuts (2024, Batu El, Michalis Korakakis, Andreas Vlachos)
  • Parameterizing Chains in Generalized Fixed-Point-Free Involutions (2022, Batu El, Michael Joyce, Mahir Can)
Background
  • PhD student in Computational and Mathematical Engineering (ICME) at Stanford University and a Knight-Hennessy Scholar. Research interests include computational and mathematical engineering.
Miscellany
  • No specific hobbies or interests mentioned