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Safe Grid Search with Optimal Complexity.

, , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4771-4780. PMLR, (2019)

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Selective Inference for Sparse High-Order Interaction Models., , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3338-3347. PMLR, (2017)Fast and More Powerful Selective Inference for Sparse High-order Interaction Model., , , , and . CoRR, (2021)More Powerful and General Selective Inference for Stepwise Feature Selection using the Homotopy Continuation Approach., , and . CoRR, (2020)Computing Full Conformal Prediction Set with Approximate Homotopy., and . NeurIPS, page 1384-1393. (2019)Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification., and . NIPS, page 576-584. (2011)Regularization Path of Cross-Validation Error Lower Bounds., , , and . NIPS, page 1675-1683. (2015)Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference., , and . NeurIPS, (2022)Modification of DDIM Encoding for Generating Counterfactual Pathology Images of Malignant Lymphoma., , , , , , , , and . VISIGRAPP (2): VISAPP, page 519-527. SCITEPRESS, (2024)Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds., , , and . ICML, OpenReview.net, (2024)Selecting the Best in GANs Family: a Post Selection Inference Framework., , , , , and . ICLR (Workshop), OpenReview.net, (2018)