Picture for Arun Kumar Kuchibhotla

Arun Kumar Kuchibhotla

Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation

Add code
Apr 25, 2023
Viaarxiv icon

Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision

Add code
Apr 14, 2023
Viaarxiv icon

Extrapolated cross-validation for randomized ensembles

Add code
Feb 27, 2023
Viaarxiv icon

Bagging in overparameterized learning: Risk characterization and risk monotonization

Add code
Oct 20, 2022
Figure 1 for Bagging in overparameterized learning: Risk characterization and risk monotonization
Figure 2 for Bagging in overparameterized learning: Risk characterization and risk monotonization
Figure 3 for Bagging in overparameterized learning: Risk characterization and risk monotonization
Figure 4 for Bagging in overparameterized learning: Risk characterization and risk monotonization
Viaarxiv icon

Mitigating multiple descents: A model-agnostic framework for risk monotonization

Add code
May 25, 2022
Figure 1 for Mitigating multiple descents: A model-agnostic framework for risk monotonization
Figure 2 for Mitigating multiple descents: A model-agnostic framework for risk monotonization
Figure 3 for Mitigating multiple descents: A model-agnostic framework for risk monotonization
Figure 4 for Mitigating multiple descents: A model-agnostic framework for risk monotonization
Viaarxiv icon

Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets

Add code
Aug 26, 2020
Figure 1 for Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets
Figure 2 for Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets
Figure 3 for Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets
Figure 4 for Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets
Viaarxiv icon

Near-Optimal Confidence Sequences for Bounded Random Variables

Add code
Jun 09, 2020
Figure 1 for Near-Optimal Confidence Sequences for Bounded Random Variables
Figure 2 for Near-Optimal Confidence Sequences for Bounded Random Variables
Figure 3 for Near-Optimal Confidence Sequences for Bounded Random Variables
Figure 4 for Near-Optimal Confidence Sequences for Bounded Random Variables
Viaarxiv icon

Exchangeability, Conformal Prediction, and Rank Tests

Add code
May 13, 2020
Figure 1 for Exchangeability, Conformal Prediction, and Rank Tests
Figure 2 for Exchangeability, Conformal Prediction, and Rank Tests
Viaarxiv icon

Deterministic Inequalities for Smooth M-estimators

Add code
Sep 13, 2018
Viaarxiv icon

Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression

Add code
Jun 29, 2018
Viaarxiv icon