Siavash Ameli

According to our database, Siavash Ameli authored at least 11 papers between 2014 and 2026.

Collaborative distances:

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

2026

Free Decompression with Algebraic Spectral Curves.

Siavash Ameli, Chris van der Heide, Liam Hodgkinson, Michael W. Mahoney

CoRR, May, 2026

2025

Spectral Estimation with Free Decompression.

Siavash Ameli, Chris van der Heide, Liam Hodgkinson, Michael W. Mahoney

CoRR, June, 2025

Determinant Estimation under Memory Constraints and Neural Scaling Laws.

Siavash Ameli, Chris van der Heide, Liam Hodgkinson, Fred Roosta, Michael W. Mahoney

Proceedings of the Forty-second International Conference on Machine Learning, 2025

A Statistical Framework for Ranking LLM-based Chatbots.

Siavash Ameli, Siyuan Zhuang, Ion Stoica, Michael W. Mahoney

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Optimizing the cloud? Don't train models. Build oracles!

Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein

Proceedings of the 14th Conference on Innovative Data Systems Research, 2024

2023

A singular Woodbury and pseudo-determinant matrix identities and application to Gaussian process regression.

Siavash Ameli, Shawn C. Shadden

Appl. Math. Comput., September, 2023

2022

Interpolating log-determinant and trace of the powers of matrix bfA + tbfB.

Siavash Ameli, Shawn C. Shadden

Stat. Comput., 2022

Development of an Efficient and Flexible Pipeline for Lagrangian Coherent Structure Computation.

Siavash Ameli, Yogin Desai, Shawn C. Shadden

CoRR, 2022

Noise Estimation in Gaussian Process Regression.

Siavash Ameli, Shawn C. Shadden

CoRR, 2022

2020

Interpolating the Trace of the Inverse of Matrix A + tB.

Siavash Ameli, Shawn C. Shadden

CoRR, 2020

2014

Development of an Efficient and Flexible Pipeline for Lagrangian Coherent Structure Computation.

Siavash Ameli, Yogin Desai, Shawn C. Shadden

Proceedings of the Topological Methods in Data Analysis and Visualization III, 2014