Shogo Iwazaki

According to our database1, Shogo Iwazaki authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Links

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Bibliography

2024
Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Failure-Aware Gaussian Process Optimization with Regret Bounds.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Bayesian Optimization for Cascade-Type Multistage Processes.
Neural Comput., 2022

Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Bayesian Quadrature Optimization for Probability Threshold Robustness Measure.
Neural Comput., 2021

Bayesian Optimization for Cascade-type Multi-stage Processes.
CoRR, 2021

Active Learning for Distributionally Robust Level-Set Estimation.
Proceedings of the 38th International Conference on Machine Learning, 2021

Mean-Variance Analysis in Bayesian Optimization under Uncertainty.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
Quantifying Statistical Significance of Neural Network Representation-Driven Hypotheses by Selective Inference.
CoRR, 2020

Bayesian Experimental Design for Finding Reliable Level Set Under Input Uncertainty.
IEEE Access, 2020


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