Carlos Misael Madrid Padilla

According to our database, Carlos Misael Madrid Padilla authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A causal fused lasso for interpretable heterogeneous treatment effects estimation.

Oscar Hernan Madrid Padilla, Yanzhen Chen, Carlos Misael Madrid Padilla, Gabriel Ruiz

J. Mach. Learn. Res., 2026

2025

Bias-variance Tradeoff in Tensor Estimation.

Shivam Kumar, Haotian Xu, Carlos Misael Madrid Padilla, Yuehaw Khoo, Oscar Hernan Madrid Padilla, Daren Wang

CoRR, September, 2025

Risk Bounds For Distributional Regression.

Carlos Misael Madrid Padilla, Oscar Hernan Madrid Padilla, Sabyasachi Chatterjee

CoRR, May, 2025

Robust and Scalable Variational Bayes.

Carlos Misael Madrid Padilla, Shitao Fan, Lizhen Lin

CoRR, April, 2025

2024

Confidence Interval Construction and Conditional Variance Estimation with Dense ReLU Networks.

Carlos Misael Madrid Padilla, Oscar Hernan Madrid Padilla, Yik Lun Kei, Zhi Zhang, Yanzhen Chen

CoRR, 2024

Dense ReLU Neural Networks for Temporal-spatial Model.

Zhi Zhang, Carlos Misael Madrid Padilla, Xiaokai Luo, Oscar Hernan Madrid Padilla, Daren Wang

CoRR, 2024

2023

Change point detection and inference in multivariate non-parametric models under mixing conditions.

Carlos Misael Madrid Padilla, Haotian Xu, Daren Wang, Oscar Hernan Madrid Padilla, Yi Yu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Change-point Detection for Sparse and Dense Functional Data in General Dimensions.

Carlos Misael Madrid Padilla, Daren Wang, Zifeng Zhao, Yi Yu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022