Post Selection Inference with Kernels

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Post Selection Inference with Kernels

12 October 2016

Ichiro Takeuchi

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Papers citing "Post Selection Inference with Kernels"

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Title
LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades Yanan Li Fanxu Meng Muhan Zhang Shiai Zhu Shangguang Wang Mengwei Xu MoMe 75 0 0 17 May 2025
Neural Networks beyond explainability: Selective inference for sequence motifs Antoine Villié P. Veber Yohann De Castro Laurent Jacob 40 0 0 23 Dec 2022
Efficient Aggregated Kernel Tests using Incomplete $U$ -statistics Antonin Schrab Ilmun Kim Benjamin Guedj Arthur Gretton 111 31 0 18 Jun 2022
Valid and Exact Statistical Inference for Multi-dimensional Multiple Change-Points by Selective Inference Ryota Sugiyama Hiroki Toda Vo Nguyen Le Duy Yu Inatsu Ichiro Takeuchi 39 13 0 18 Oct 2021
Few-shot Learning for Unsupervised Feature Selection Atsutoshi Kumagai Tomoharu Iwata Yasuhiro Fujiwara SSL 44 3 0 02 Jul 2021
Conditional Selective Inference for Robust Regression and Outlier Detection using Piecewise-Linear Homotopy Continuation Toshiaki Tsukurimichi Yu Inatsu Vo Nguyen Le Duy Ichiro Takeuchi 84 23 0 22 Apr 2021
Post-selection inference with HSIC-Lasso Tobias Freidling B. Poignard Héctor Climente-González M. Yamada 68 14 0 29 Oct 2020
Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth Thao Nguyen M. Raghu Simon Kornblith OOD 93 283 0 29 Oct 2020
GraphITE: Estimating Individual Effects of Graph-structured Treatments Shonosuke Harada H. Kashima CML 97 23 0 29 Sep 2020
Learning Kernel Tests Without Data Splitting Jonas M. Kubler Wittawat Jitkrittum Bernhard Schölkopf Krikamol Muandet 67 24 0 03 Jun 2020
FsNet: Feature Selection Network on High-dimensional Biological Data Dinesh Singh Héctor Climente-González Mathis Petrovich Eiryo Kawakami M. Yamada 89 49 0 23 Jan 2020
More Powerful Selective Kernel Tests for Feature Selection Jen Ning Lim M. Yamada Wittawat Jitkrittum Y. Terada S. Matsui Hidetoshi Shimodaira 73 9 0 14 Oct 2019
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences Motonobu Kanagawa Philipp Hennig Dino Sejdinovic Bharath K. Sriperumbudur GP BDL 151 344 0 06 Jul 2018
MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means M. Lerasle Z. Szabó Gaspar Massiot Guillaume Lecué 211 36 0 13 Feb 2018
Characteristic and Universal Tensor Product Kernels Z. Szabó Bharath K. Sriperumbudur 179 72 0 28 Aug 2017