Martin Spindler
4 papers · 2022–2026 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
double machine learning
(3)
causal inference
(3)
nuisance parameter
(2)
early stopping
(1)
rate of convergence
(1)
hyperparameter tuning
(1)
greedy algorithm
(1)
convergence rate
(1)
treatment effect
(1)
approximate sparsity
(1)
partially linear model
(1)
neural network
(1)
orthogonal estimating equation
(1)
semi-synthetic dataset
(1)
multimodal confounding
(1)
statistical inference
(1)
high-dimensional regression
(1)
Papers
Valid Inference for Treatment Effects under Multimodal Confounding
CLeaR 2026
High-Dimensional L2-Boosting: Rate of Convergence
JMLR 2025
Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study
CLeaR 2024
DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python
JMLR 2022