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Nishino, Shuichi
5 publications
TMLR
2025
Change Point Detection in the Frequency Domain with Statistical Reliability
Akifumi Yamada
,
Tomohiro Shiraishi
,
Shuichi Nishino
,
Teruyuki Katsuoka
,
Kouichi Taji
,
Ichiro Takeuchi
NeurIPS
2025
Quantifying Statistical Significance of Deep Nearest Neighbor Anomaly Detection via Selective Inference
Mizuki Niihori
,
Shuichi Nishino
,
Teruyuki Katsuoka
,
Tomohiro Shiraishi
,
Kouichi Taji
,
Ichiro Takeuchi
AISTATS
2025
Statistical Test for Auto Feature Engineering by Selective Inference
Tatsuya Matsukawa
,
Tomohiro Shiraishi
,
Shuichi Nishino
,
Teruyuki Katsuoka
,
Ichiro Takeuchi
ICML
2025
Statistical Test for Feature Selection Pipelines by Selective Inference
Tomohiro Shiraishi
,
Tatsuya Matsukawa
,
Shuichi Nishino
,
Ichiro Takeuchi
TMLR
2025
Statistical Test for Saliency Maps of Graph Neural Networks via Selective Inference
Shuichi Nishino
,
Tomohiro Shiraishi
,
Teruyuki Katsuoka
,
Ichiro Takeuchi