Samson J. Koelle

According to our database, Samson J. Koelle authored at least 7 papers between 2018 and 2026.

Collaborative distances:

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

2026

WISE-Flow: Workflow-Induced Structured Experience for Self-Evolving Conversational Service Agents.

Yuqing Zhou, Zhuoer Wang, Jie Yuan, Hong Wang, Samson J. Koelle, Ziwei Zhu, Wei Niu

CoRR, January, 2026

2024

Isometry pursuit.

Samson J. Koelle, Marina Meila

CoRR, 2024

Consistency of Dictionary-Based Manifold Learning.

Samson J. Koelle, Hanyu Zhang, Octavian-Vlad Murad, Marina Meila

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Dictionary-based Manifold Learning.

Hanyu Zhang, Samson J. Koelle, Marina Meila

CoRR, 2023

2022

Manifold Coordinates with Physical Meaning.

Samson J. Koelle, Hanyu Zhang, Marina Meila, Yu-Chia Chen

J. Mach. Learn. Res., 2022

2021

Interrogation of clonal tracking data using barcodetrackR.

Diego A. Espinoza, Ryland D. Mortlock, Samson J. Koelle, Chuanfeng Wu, Cynthia E. Dunbar

Nat. Comput. Sci., 2021

2018

A regression approach for explaining manifold embedding coordinates.

Marina Meila, Samson J. Koelle, Hanyu Zhang

CoRR, 2018