Carlos Misael Madrid Padilla

3 papers · 2022–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) JMLR (1)

Top co-authors

OSCAR HERNAN MADRID PADILLA (2) Daren Wang (2) Yi Yu (2) Yanzhen Chen (1) Haotian Xu (1) Gabriel Ruiz (1) Zifeng Zhao (1)

Research topics

Data Science & Analytics (2) Machine Learning (2) Core Methods (2) Methods (2) Artificial Intelligence (1) Computer Science (1) Core AI (1) Foundations (1) Optimization & Theory (1)

Keywords

change point detection (2) statistical learning (1) causal inference (1) nonparametric statistics (1) fused lasso (1) multivariate time series (1) propensity score (1) functional data (1) piecewise constant (1) heterogeneous treatment effect (1) functional seeded binary segmentation (1) kernel-based algorithm (1) change-point localization (1)

Papers

A causal fused lasso for interpretable heterogeneous treatment effects estimation JMLR 2026 Change point detection and inference in multivariate non-parametric models under mixing conditions NeurIPS 2023 Change-point Detection for Sparse and Dense Functional Data in General Dimensions NeurIPS 2022