Feature-to-feature regression for a two-step conditional independence test

Feature-to-feature regression for a two-step conditional independence test

The algorithms for causal discovery and more broadly for learning the structure of graphical models require well calibrated and consistent conditional independence (CI) tests. We revisit the CI tests which are based on two-step procedures and involve regression with subsequent (unconditional) indepe...

Detaylı Bibliyografya
Asıl Yazarlar:	Zhang, Q, Filippi, S, Flaxman, S, Sejdinovic, D
Materyal Türü:	Conference item
Dil:	English
Baskı/Yayın Bilgisi:	Association for Uncertainty in Artificial Intelligence 2017

Benzer Materyaller

Bayesian kernel two-sample testing
Yazar:: Zhang, Q, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Large-scale kernel methods for independence testing
Yazar:: Zhang, Q, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Spatial mapping with Gaussian processes and nonstationary Fourier features
Yazar:: Ton, J, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Bayesian approaches to distribution regression
Yazar:: Law, H, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Bayesian learning of kernel embeddings
Yazar:: Filippi, S, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Floating search and conditional independence testing for causal feature selection
Yazar:: Rakkrit Duangsoithong, ve diğerleri
Baskı/Yayın Bilgisi: (2021-12-01)

Benign overfitting and noisy features
Yazar:: Li, Z, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Consistency of permutation test s of independence usingdistance covariance, HSIC and dHSIC
Yazar:: Rindt, D, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A kernel log-rank test of independence for right-censored data
Yazar:: Fernández, T, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Online Streaming Feature Selection via Conditional Independence
Yazar:: Dianlong You, ve diğerleri
Baskı/Yayın Bilgisi: (2018-12-01)

A kernel- and optimal transport- based test of independence between covariates and right-censored lifetimes
Yazar:: Rindt, D, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Bayesian test of independence and conditional independence of two ordinal variables
Yazar:: Zahra Saberi, ve diğerleri
Baskı/Yayın Bilgisi: (2015-06-01)

Towards a unified analysis of random fourier features
Yazar:: Li, Z, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Poisson intensity estimation with reproducing kernels
Yazar:: Flaxman, S, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Poisson intensity estimation with reproducing kernels
Yazar:: Flaxman, S, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Towards a unified analysis of random Fourier features
Yazar:: Li, Z, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Nonparametric independence testing and regression for time-to-event data
Yazar:: Rindt, D
Baskı/Yayın Bilgisi: (2021)

A Two-Step Simulated Annealing Algorithm for Spectral Data Feature Extraction
Yazar:: Jian Pei, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

Pitfalls of Two-Step Testing for Changes in the Error Variance and Coefficients of a Linear Regression Model
Yazar:: Pierre Perron, ve diğerleri
Baskı/Yayın Bilgisi: (2019-05-01)

Prediction of Cyclin Protein Using Two-Step Feature Selection Technique
Yazar:: Jia-Nan Sun, ve diğerleri
Baskı/Yayın Bilgisi: (2020-01-01)

On the Effectiveness of Feature Selection Techniques in the Context of ML-Based Regression Test Prioritization
Yazar:: Md Asif Khan, ve diğerleri
Baskı/Yayın Bilgisi: (2024-01-01)

Reproducibility in Radiomics: A Comparison of Feature Extraction Methods and Two Independent Datasets
Yazar:: Hannah Mary T. Thomas, ve diğerleri
Baskı/Yayın Bilgisi: (2023-06-01)

A differentially private kernel two-sample test
Yazar:: Raj, A, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Without detection: Two‐step clustering features with local–global attention for image captioning
Yazar:: Xuan Li, ve diğerleri
Baskı/Yayın Bilgisi: (2022-04-01)

Robust underwater object tracking with image enhancement and two-step feature compression
Yazar:: Jiaqing Li, ve diğerleri
Baskı/Yayın Bilgisi: (2025-01-01)

Two-Step Calibration Method for Inverse Finite Element with Small Sample Features
Yazar:: Libo Xu, ve diğerleri
Baskı/Yayın Bilgisi: (2020-08-01)

Identifying Phage Virion Proteins by Using Two-Step Feature Selection Methods
Yazar:: Jiu-Xin Tan, ve diğerleri
Baskı/Yayın Bilgisi: (2018-08-01)

Feature Selection for Regression Based on Gamma Test Nested Monte Carlo Tree Search
Yazar:: Ying Li, ve diğerleri
Baskı/Yayın Bilgisi: (2021-10-01)

Visual Odometry Based on Improved Oriented Features from Accelerated Segment Test and Rotated Binary Robust Independent Elementary Features
Yazar:: Di Wu, ve diğerleri
Baskı/Yayın Bilgisi: (2024-03-01)

A Feature-Weighted Support Vector Regression Machine Based on Hilbert–Schmidt Independence Criterion Least Absolute Shrinkage and Selection Operator
Yazar:: Xin Zhang, ve diğerleri
Baskı/Yayın Bilgisi: (2024-10-01)

Two-Step Synthesis, Structure, and Optical Features of a Double Hetero[7]helicene
Yazar:: Mohamed S. H. Salem, ve diğerleri
Baskı/Yayın Bilgisi: (2022-12-01)

Large scale tensor regression using kernels and variational inference
Yazar:: Hu, R, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Regression-Based Camera Pose Estimation through Multi-Level Local Features and Global Features
Yazar:: Meng Xu, ve diğerleri
Baskı/Yayın Bilgisi: (2023-04-01)

Extending Hilbert–Schmidt Independence Criterion for Testing Conditional Independence
Yazar:: Bingyuan Zhang, ve diğerleri
Baskı/Yayın Bilgisi: (2023-02-01)

FEATURES OF THE INDEPENDENT WORK OF STUDENTS OF HIGHER EDUCATIONAL INSTITUTIONS IN THE CONDITIONS OF THE CORRESPONDENCE FORM OF TRAINING
Yazar:: Volodymyr V. Dyvak
Baskı/Yayın Bilgisi: (2013-03-01)

Online Streaming Feature Selection via Multi-Conditional Independence and Mutual Information Entropy†
Yazar:: Hongyi Wang, ve diğerleri
Baskı/Yayın Bilgisi: (2020-05-01)

Recalibrating Features and Regression for Oriented Object Detection
Yazar:: Weining Chen, ve diğerleri
Baskı/Yayın Bilgisi: (2023-04-01)

Feature-space selection with banded ridge regression
Yazar:: Tom Dupré la Tour, ve diğerleri
Baskı/Yayın Bilgisi: (2022-12-01)

Multi-feature shape regression for face alignment
Yazar:: Wei-Jong Yang, ve diğerleri
Baskı/Yayın Bilgisi: (2018-08-01)

Latent codebook regression for facial feature localisation
Yazar:: H.C. Choi
Baskı/Yayın Bilgisi: (2016-04-01)