Yigit Efe Erginbas

According to our database, Yigit Efe Erginbas authored at least 8 papers between 2022 and 2025.

Collaborative distances:

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

2025

ProxySPEX: Inference-Efficient Interpretability via Sparse Feature Interactions in LLMs.

Landon Butler, Abhineet Agarwal, Justin Singh Kang, Yigit Efe Erginbas, Bin Yu, Kannan Ramchandran

CoRR, May, 2025

SPEX: Scaling Feature Interaction Explanations for LLMs.

Justin Singh Kang, Landon Butler, Abhineet Agarwal, Yigit Efe Erginbas, Ramtin Pedarsani, Kannan Ramchandran, Bin Yu

CoRR, February, 2025

Online Assortment and Price Optimization Under Contextual Choice Models.

Yigit Efe Erginbas, Thomas A. Courtade, Kannan Ramchandran

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Learning to Understand: Identifying Interactions via the Möbius Transform.

Justin Singh Kang, Yigit Efe Erginbas, Landon Butler, Ramtin Pedarsani, Kannan Ramchandran

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Online Pricing for Multi-User Multi-Item Markets.

Yigit Efe Erginbas, Thomas A. Courtade, Kannan Ramchandran, Soham Phade

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Efficiently Computing Sparse Fourier Transforms of q-ary Functions.

Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh, Kannan Ramchandran

Proceedings of the IEEE International Symposium on Information Theory, 2023

Interactive Learning with Pricing for Optimal and Stable Allocations in Markets.

Yigit Efe Erginbas, Soham Phade, Kannan Ramchandran

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Interactive Recommendations for Optimal Allocations in Markets with Constraints.

Yigit Efe Erginbas, Soham R. Phade, Kannan Ramchandran

CoRR, 2022