Landon Butler

According to our database, Landon Butler authored at least 12 papers between 2021 and 2026.

Collaborative distances:

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

2026

An Odd Estimator for Shapley Values.

Fabian Fumagalli, Landon Butler, Justin Singh Kang, Kannan Ramchandran, R. Teal Witter

CoRR, February, 2026

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, Bin Yu, Kannan Ramchandran

Proceedings of the Forty-second International Conference on Machine Learning, 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 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Non Commutative Convolutional Signal Models in Neural Networks: Stability to Small Deformations.

Alejandro Parada-Mayorga, Landon Butler, Alejandro Ribeiro

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Equitable optimization of US airline route networks.

Andy G. Eskenazi, Arnav P. Joshi, Landon G. Butler, Megan S. Ryerson

Comput. Environ. Urban Syst., June, 2023

Convolutional Filters and Neural Networks With Noncommutative Algebras.

Alejandro Parada-Mayorga, Landon Butler, Alejandro Ribeiro

IEEE Trans. Signal Process., 2023

Convolutional Learning on Multigraphs.

Landon Butler, Alejandro Parada-Mayorga, Alejandro Ribeiro

IEEE Trans. Signal Process., 2023

Learning with Multigraph Convolutional Filters.

Landon Butler, Alejandro Parada-Mayorga, Alejandro Ribeiro

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Equitable Optimization of U.S. Airline Route Networks.

Arnav P. Joshi, Andy Eskenazi, Landon Butler, Megan S. Ryerson

CoRR, 2022

Democratizing Aviation Emissions Estimation: Development of an Open-Source, Data-Driven Methodology.

Andy Eskenazi, Landon Butler, Arnav P. Joshi, Megan Smirti Ryerson

CoRR, 2022

2021

Learning Connectivity for Data Distribution in Robot Teams.

Ekaterina I. Tolstaya, Landon Butler, Daniel Mox, James Paulos, Vijay Kumar, Alejandro Ribeiro

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021