Keita Sakuma

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Computational Models

Experimental Study

Top Venues

Publications

Keita Sakuma, Ryuta Matsuno, Yoshio Kameda
eAIEDF: Extended AI Error Diagnosis Flowchart for Automatically Identifying Misprediction Causes in Production Models. ICSE Companion (2024)
Keita Sakuma, Ryuta Matsuno, Yoshio Kameda
A Method of Identifying Causes of Prediction Errors to Accelerate MLOps. DeepTest (2023)
Keita Sakuma, Ryuta Matsuno, Yoshio Kameda
Quantitative Decomposition of Prediction Errors Revealing Multi-Cause Impacts: An Insightful Framework for MLOps. CIKM (2023)
Ryuta Matsuno, Keita Sakuma
A Robust Backward Compatibility Metric for Model Retraining. CIKM (2023)