Hatt, Tobias

1. Estimating average causal effects from patient trajectories
   2022/03/02 by Dennis Frauen, Frauen, Dennis, Tobias Hatt +5 · 5 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Computation (stat.CO) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods in Clinical Trials
2. Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects
   2022/02/25 by Tobias Hatt, Jeroen Berrevoets, Hatt, Tobias +7 · 3 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials #Statistical Methods and Inference
3. Sequential Deconfounding for Causal Inference with Unobserved Confounders
   2021/04/16 by Hatt, Tobias, Feuerriegel, Stefan · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
4. Generalizing Off-Policy Learning under Sample Selection Bias
   2021/12/02 by Hatt, Tobias, Tschernutter, Daniel, Feuerriegel, Stefan · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Detecting User Exits from Online Behavior: A Duration-Dependent Latent State Model
   2022/08/08 by Hatt, Tobias, Feuerriegel, Stefan · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)