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ORCIDShogo Iwazaki
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2020 – today
- 2024
[c5]Shogo Iwazaki, Tomohiko Tanabe, Mitsuru Irie, Shion Takeno, Yu Inatsu:
Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum. AISTATS 2024: 1252-1260- 2023
- [c4]Shogo Iwazaki, Shion Takeno, Tomohiko Tanabe, Mitsuru Irie:
Failure-Aware Gaussian Process Optimization with Regret Bounds. NeurIPS 2023 - 2022
- [j3]Shunya Kusakawa, Shion Takeno, Yu Inatsu, Kentaro Kutsukake, Shogo Iwazaki, Takashi Nakano, Toru Ujihara, Masayuki Karasuyama, Ichiro Takeuchi:
Bayesian Optimization for Cascade-Type Multistage Processes. Neural Comput. 34(12): 2408-2431 (2022) - [c3]Vo Nguyen Le Duy, Shogo Iwazaki, Ichiro Takeuchi:
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference. NeurIPS 2022 - 2021
- [j2]Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi:
Bayesian Quadrature Optimization for Probability Threshold Robustness Measure. Neural Comput. 33(12): 3413-3466 (2021) - [c2]Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi:
Mean-Variance Analysis in Bayesian Optimization under Uncertainty. AISTATS 2021: 973-981 - [c1]Yu Inatsu, Shogo Iwazaki, Ichiro Takeuchi:
Active Learning for Distributionally Robust Level-Set Estimation. ICML 2021: 4574-4584 - [i6]Yu Inatsu, Shogo Iwazaki, Ichiro Takeuchi:
Active learning for distributionally robust level-set estimation. CoRR abs/2102.04000 (2021) - [i5]Shunya Kusakawa, Shion Takeno, Yu Inatsu, Kentaro Kutsukake, Shogo Iwazaki, Takashi Nakano, Toru Ujihara, Masayuki Karasuyama, Ichiro Takeuchi:
Bayesian Optimization for Cascade-type Multi-stage Processes. CoRR abs/2111.08330 (2021) - 2020
- [j1]Shogo Iwazaki, Yu Inatsu
, Ichiro Takeuchi:
Bayesian Experimental Design for Finding Reliable Level Set Under Input Uncertainty. IEEE Access 8: 203982-203993 (2020) - [i4]Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi:
Bayesian Quadrature Optimization for Probability Threshold Robustness Measure. CoRR abs/2006.11986 (2020) - [i3]Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi:
Mean-Variance Analysis in Bayesian Optimization under Uncertainty. CoRR abs/2009.08166 (2020) - [i2]Vo Nguyen Le Duy, Shogo Iwazaki, Ichiro Takeuchi:
Quantifying Statistical Significance of Neural Network Representation-Driven Hypotheses by Selective Inference. CoRR abs/2010.01823 (2020)
2010 – 2019
- 2019
- [i1]Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi:
Bayesian Experimental Design for Finding Reliable Level Set under Input Uncertainty. CoRR abs/1910.12043 (2019)
Coauthor Index
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