Alex Luedtke
- Efficient estimation under data fusion
2023/02/06 by Sijia Li, Alex Luedtke · 13 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Simplifying debiased inference via automatic differentiation and probabilistic programming
2024/05/14 by Alex Luedtke, Luedtke, Alex · 2 voices · 8 citations
Computer Science · #Bayesian Modeling and Causal Inference #Machine Learning and Data Classification #Machine Learning and Algorithms
- Inference for treatment-specific survival curves using machine learning
2021/06/11 by Ted Westling, Alex Luedtke, Westling, Ted +5 · 4 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Causal isotonic calibration for heterogeneous treatment effects
2023/02/27 by Lars van der Laan, Ernesto Ulloa‐Pérez, van der Laan, Lars +5 · 5 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- One-Step Estimation of Differentiable Hilbert-Valued Parameters
2023/03/29 by Alex Luedtke, Luedtke, Alex, Incheoul Chung +1 · 6 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Combining T-learning and DR-learning: a framework for oracle-efficient estimation of causal contrasts
2024/02/03 by Lars van der Laan, Marco Carone, van der Laan, Lars +3 · 6 citations
Computer Science · #Blind Source Separation Techniques #Neural Networks and Applications #Face and Expression Recognition
- Adaptive debiased machine learning using data-driven model selection techniques
2023/07/24 by Lars van der Laan, Marco Carone, van der Laan, Lars +5 · 3 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
- Internet-delivered cognitive behavior therapy versus treatment as usual for anxiety and depression among Latin American university students: A randomized clinical trial.
2023/11/30 by Corina Benjet, Yesica Albor, Libia Alvis-Barranco +25 · 16 citations
Psychology · #Digital Mental Health Interventions #Mental Health Treatment and Access #Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Doubly robust inference via calibration
2024/11/05 by Lars van der Laan, van der Laan, Lars, Alex Luedtke +3 · 1 voice · 3 citations
Computer Science · Engineering · Mathematics · #Adversarial Robustness in Machine Learning #Fault Detection and Control Systems #Machine Learning and Algorithms #math.ST #stat.ME #stat.ML
- Automatic Debiased Machine Learning for Smooth Functionals of Nonparametric M-Estimands
2025/01/21 by Lars van der Laan, Aurélien Bibaut, Aurelien Bibaut +6 · 2 voices · 2 citations
Engineering · #stat.ME #math.ST #stat.ML
- Estimation of subsidiary performance metrics under optimal policies
2024/01/08 by Zhaoqi Li, Houssam Nassif, Li, Zhaoqi +3 · 1 citation
Computer Science · #Machine Learning and Algorithms
- DoubleGen: Debiased Generative Modeling of Counterfactuals
2025/09/20 by Alex Luedtke, Kenji Fukumizu, Luedtke, Alex +1 · 1 voice · 2 citations
Business, Management and Accounting · Computer Science · Physics and Astronomy · #Artificial Intelligence in Games #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Opinion Dynamics and Social Influence
- Coreset selection for the Sinkhorn divergence and generic smooth divergences
2025/04/28 by Alex Kokot, Kokot, Alex, Alex Luedtke +1 · 1 voice · 1 citation
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Statistical Mechanics and Entropy #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML