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Yigit Efe Erginbas

PhD student, University of California, Berkeley

2 papers at NeurIPS 2025

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Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Proxy-SPEX: Sample-Efficient Interpretability via Sparse Feature Interactions in LLMs
#1010 Spotlight · Landon Butler, Abhineet Agarwal, Justin Singh Kang, Yigit Efe Erginbas, Bin Yu, Kannan Ramchandran

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
SHAP zero Explains Biological Sequence Models with Near-zero Marginal Cost for Future Queries
#1009 · Darin Tsui, Aryan Musharaf, Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh

SHAP zero estimates Shapley values and interactions with a near-zero marginal cost for future queried sequences through the Fourier transform.