Exact post-selection inference, with application to the lasso

25 November 2013

Papers citing "Exact post-selection inference, with application to the lasso"

50 / 80 papers shown

Title
PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework Abhineet Agarwal Michael Xiao Rebecca L. Barter Omer Ronen Boyu Fan Bin Yu 39 0 0 13 May 2025
Extended Fiducial Inference for Individual Treatment Effects via Deep Neural Networks Sehwan Kim F. Liang FedML 63 0 0 04 May 2025
Statistical Inference for Clustering-based Anomaly Detection Nguyen Thi Minh Phu Duong Tan Loc Vo Nguyen Le Duy 32 0 0 25 Apr 2025
Post-Transfer Learning Statistical Inference in High-Dimensional Regression Nguyen Vu Khai Tam Cao Huyen My Vo Nguyen Le Duy 31 0 0 25 Apr 2025
SNPL: Simultaneous Policy Learning and Evaluation for Safe Multi-Objective Policy Improvement Brian Cho Ana-Roxana Pop Ariel Evince Nathan Kallus OffRL 46 0 0 17 Mar 2025
Improving prediction accuracy by choosing resampling distribution via cross-validation Wataru Yoshida Kei Hirose 19 0 0 10 Apr 2024
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage Ying Jin Zhimei Ren 46 7 0 06 Mar 2024
Selective Inference for Changepoint detection by Recurrent Neural Network Tomohiro Shiraishi Daiki Miwa Vo Nguyen Le Duy Ichiro Takeuchi 20 4 0 25 Nov 2023
Sparsified Simultaneous Confidence Intervals for High-Dimensional Linear Models Xiaorui Zhu Yi Qin Peng Wang 18 0 0 14 Jul 2023
On the hierarchical Bayesian modelling of frequency response functions T. Dardeno K. Worden N. Dervilis Robin S. Mills L. Bull 25 8 0 12 Jul 2023
Information criteria for structured parameter selection in high dimensional tree and graph models M. Jansen 21 3 0 24 Jun 2023
Generalized Data Thinning Using Sufficient Statistics Ameer Dharamshi Anna Neufeld Keshav Motwani Lucy L. Gao Daniela Witten Jacob Bien 32 13 0 22 Mar 2023
Valid P-Value for Deep Learning-Driven Salient Region Daiki Miwa Vo Nguyen Le Duy I. Takeuchi FAtt AAML 32 14 0 06 Jan 2023
Locally Simultaneous Inference Tijana Zrnic William Fithian 32 4 0 18 Dec 2022
Confidence Intervals for Unobserved Events Amichai Painsky 20 1 0 06 Nov 2022
Graphical Model Inference with Erosely Measured Data Lili Zheng Genevera I. Allen 13 1 0 20 Oct 2022
Model interpretation using improved local regression with variable importance Gilson Y. Shimizu Rafael Izbicki A. Carvalho FAtt 10 3 0 12 Sep 2022
Two-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data Emadaldin Mozafari-Majd V. Koivunen 14 4 0 17 Aug 2022
Valid Inference after Causal Discovery Paula Gradu Tijana Zrnic Yixin Wang Michael I. Jordan CML 26 8 0 11 Aug 2022
Communication-efficient Distributed Newton-like Optimization with Gradients and M-estimators Ziyan Yin 32 0 0 13 Jul 2022
Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles Luqin Gan Lili Zheng Genevera I. Allen 34 6 0 05 Jun 2022
Holistic Generalized Linear Models Benjamin Schwendinger Florian Schwendinger Laura Vana AI4CE 17 2 0 30 May 2022
Uniformly Valid Inference Based on the Lasso in Linear Mixed Models P. Kramlinger U. Schneider Tatyana Krivobokova 23 2 0 08 Apr 2022
Selective inference for k-means clustering Yiqun T. Chen Daniela Witten 27 43 0 29 Mar 2022
Data fission: splitting a single data point James Leiner Boyan Duan Larry A. Wasserman Aaditya Ramdas 41 32 0 21 Dec 2021
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic Z. Fei Y. Ryeznik O. Sverdlov C. Tan Weng Kee Wong 27 20 0 25 Nov 2021
MMD Aggregated Two-Sample Test Antonin Schrab Ilmun Kim Mélisande Albert Béatrice Laurent Benjamin Guedj Arthur Gretton 14 56 0 28 Oct 2021
The Terminating-Random Experiments Selector: Fast High-Dimensional Variable Selection with False Discovery Rate Control Jasin Machkour Michael Muma Daniel P. Palomar 24 11 0 12 Oct 2021
Exact Statistical Inference for the Wasserstein Distance by Selective Inference Vo Nguyen Le Duy Ichiro Takeuchi 37 14 0 29 Sep 2021
Whiteout: when do fixed-X knockoffs fail? Xiao Li William Fithian 18 9 0 30 Jun 2021
Sampling with Mirrored Stein Operators Jiaxin Shi Chang-rui Liu Lester W. Mackey 49 19 0 23 Jun 2021
Tree-Values: selective inference for regression trees Anna Neufeld Lucy L. Gao Daniela Witten 31 20 0 15 Jun 2021
Fast and More Powerful Selective Inference for Sparse High-order Interaction Model Diptesh Das Vo Nguyen Le Duy Hiroyuki Hanada Koji Tsuda Ichiro Takeuchi 26 17 0 09 Jun 2021
More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming Vo Nguyen Le Duy Ichiro Takeuchi 40 33 0 11 May 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 47 22 0 22 Apr 2021
Causal Inference with Invalid Instruments: Post-selection Problems and A Solution Using Searching and Sampling Zijian Guo CML 29 13 0 14 Apr 2021
Forward Stability and Model Path Selection N. Kissel L. Mentch 37 13 0 05 Mar 2021
Machine Learning Advances for Time Series Forecasting Ricardo P. Masini M. C. Medeiros Eduardo F. Mendes AI4TS 21 273 0 23 Dec 2020
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference Vo Nguyen Le Duy S. Iwazaki Ichiro Takeuchi 27 17 0 05 Oct 2020
Sparse Confidence Sets for Normal Mean Models Y. Ning Guang Cheng 32 2 0 17 Aug 2020
Lasso Inference for High-Dimensional Time Series R. Adámek Stephan Smeekes Ines Wilms AI4TS 32 33 0 21 Jul 2020
Conditional calibration for false discovery rate control under dependence William Fithian Lihua Lei 26 46 0 20 Jul 2020
Selective Inference for Additive and Linear Mixed Models David Rügamer Philipp F. M. Baumann S. Greven 39 11 0 15 Jul 2020
FANOK: Knockoffs in Linear Time Armin Askari Quentin Rebjock Alexandre d’Aspremont L. Ghaoui 18 4 0 15 Jun 2020
Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming Vo Nguyen Le Duy Hiroki Toda Ryota Sugiyama Ichiro Takeuchi 19 39 0 21 Feb 2020
Statistical significance in high-dimensional linear mixed models Lina Lin Mathias Drton Ali Shojaie 35 5 0 16 Dec 2019
More Powerful Selective Kernel Tests for Feature Selection Jen Ning Lim M. Yamada Wittawat Jitkrittum Y. Terada S. Matsui Hidetoshi Shimodaira 53 9 0 14 Oct 2019
On rank estimators in increasing dimensions Yanqin Fan Fang Han Wei Li Xiao‐Hua Zhou 28 16 0 14 Aug 2019
LassoNet: A Neural Network with Feature Sparsity Ismael Lemhadri Feng Ruan L. Abraham Robert Tibshirani 29 122 0 29 Jul 2019
Sample Splitting and Weak Assumption Inference For Time Series Robert Lunde 16 2 0 20 Feb 2019