Ryuta Matsuno

17 papers A* 1A 5C 3Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2025 C conf
CDST-Viz: Tree-Based Segmentation and Visual Analytics of Concept Drift.
IV
Keita Sakuma, Ryuta Matsuno, Masakazu Hirokawa
2025 — conf
GBCE: Enhanced Training Loss to Estimate Accuracy of Models in Production.
PAKDD (3)
Ryuta Matsuno
2025 A* conf
Learning from Two-Sample-Averaged Data.
ICDM
Ryuta Matsuno, Akira Kitaoka
2025 J jnl
ScaffoldViz: Interactive 3D visualization of ensemble decision trees based on relationship between weak learners.
Inf. Vis.
Miyu Kashiyama, Masakazu Hirokawa, Ryuta Matsuno, Keita Sakuma, Takayuki Itoh
2025 A conf
Source Component Shift Adaptation via Offline Decomposition and Online Mixing Approach.
ECAI
Ryuta Matsuno
2025 J jnl
Source Component Shift Adaptation via Offline Decomposition and Online Mixing Approach.
CoRR
Ryuta Matsuno
2024 A conf
Backward Compatibility in Attributive Explanation and Enhanced Model Training Method.
ECAI
Ryuta Matsuno
2024 J jnl
Backward Compatibility in Attributive Explanation and Enhanced Model Training Method.
CoRR
Ryuta Matsuno
2024 C conf
Interactive Visualization of Ensemble Decision Trees Based on the Relations Among Weak Learners.
IV
Miyu Kashiyama, Masakazu Hirokawa, Ryuta Matsuno, Keita Sakuma, Takayuki Itoh
2024 C conf
Model Accuracy-Oriented Data Sets Visualization for Understanding Temporal Changes in Data.
IV
Ryuta Matsuno, Keita Sakuma, Masakazu Hirokawa
2024 — conf
eAIEDF: Extended AI Error Diagnosis Flowchart for Automatically Identifying Misprediction Causes in Production Models.
ICSE Companion
Keita Sakuma, Ryuta Matsuno, Yoshio Kameda
2023 — conf
A Method of Identifying Causes of Prediction Errors to Accelerate MLOps.
DeepTest
Keita Sakuma, Ryuta Matsuno, Yoshio Kameda
2023 A conf
A Robust Backward Compatibility Metric for Model Retraining.
CIKM
Ryuta Matsuno, Keita Sakuma
2023 A conf
Quantitative Decomposition of Prediction Errors Revealing Multi-Cause Impacts: An Insightful Framework for MLOps.
CIKM
Keita Sakuma, Ryuta Matsuno, Yoshio Kameda
2020 A conf
Improved mixing time for
SDM
Ryuta Matsuno, Aristides Gionis
2020 J jnl
Improved mixing time for k-subgraph sampling.
CoRR
Ryuta Matsuno, Aristides Gionis
2018 — conf
MELL: Effective Embedding Method for Multiplex Networks.
WWW (Companion Volume)
Ryuta Matsuno, Tsuyoshi Murata