Machine Learning Inference For High Dimensional Regression

May 26, 2026
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Machine Learning: Inference for High-Dimensional Regression
(ML 19.11) GP regression - model and inference
Using Machine Learning for Causal Inference in Economics
Rebecca Lewis - Inference in High-Dimensional Logistic Regression Models with Separated Data
All Machine Learning Models Explained in 25 Minutes
CausalML Book Ch3: Predictive Inference with High-Dimensional Linear Regression
Yue Lu: "Spectral Methods for High Dimensional Inference"
High Dimensional Robust Sparse Regression
Econometric Inference for High Dimensional Predictive Regressions
Causal Effects and Overlap in High-dimensional or Sequential Data
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Machine Learning: Inference for High-Dimensional Regression (ML 19.11) GP regression - model and inference Using Machine Learning for Causal Inference in Economics Rebecca Lewis - Inference in High-Dimensional Logistic Regression Models with Separated Data All Machine Learning Models Explained in 25 Minutes CausalML Book Ch3: Predictive Inference with High-Dimensional Linear Regression Yue Lu: "Spectral Methods for High Dimensional Inference" High Dimensional Robust Sparse Regression
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Machine Learning: Inference for High-Dimensional Regression

Machine Learning: Inference for High-Dimensional Regression

Read more details and related context about Machine Learning: Inference for High-Dimensional Regression.

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Read more details and related context about Using Machine Learning for Causal Inference in Economics.

Rebecca Lewis - Inference in High-Dimensional Logistic Regression Models with Separated Data

Rebecca Lewis - Inference in High-Dimensional Logistic Regression Models with Separated Data

Read more details and related context about Rebecca Lewis - Inference in High-Dimensional Logistic Regression Models with Separated Data.

All Machine Learning Models Explained in 25 Minutes

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Read more details and related context about All Machine Learning Models Explained in 25 Minutes.

CausalML Book Ch3: Predictive Inference with High-Dimensional Linear Regression

CausalML Book Ch3: Predictive Inference with High-Dimensional Linear Regression

Read more details and related context about CausalML Book Ch3: Predictive Inference with High-Dimensional Linear Regression.

Yue Lu: "Spectral Methods for High Dimensional Inference"

Yue Lu: "Spectral Methods for High Dimensional Inference"

Read more details and related context about Yue Lu: "Spectral Methods for High Dimensional Inference".

High Dimensional Robust Sparse Regression

High Dimensional Robust Sparse Regression

Read more details and related context about High Dimensional Robust Sparse Regression.

Econometric Inference for High Dimensional Predictive Regressions

Econometric Inference for High Dimensional Predictive Regressions

Speaker: Zhentao Shi (CUHK) Guest Panellist: Andrii Babii (UNC)

Causal Effects and Overlap in High-dimensional or Sequential Data

Causal Effects and Overlap in High-dimensional or Sequential Data

Read more details and related context about Causal Effects and Overlap in High-dimensional or Sequential Data.