Tobias Hatt

23 papers A* 6A 3Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2024 A* conf
Causal Machine Learning for Cost-Effective Allocation of Development Aid.
KDD
Milan Kuzmanovic, Dennis Frauen, Tobias Hatt, Stefan Feuerriegel
2024 J jnl
Causal Machine Learning for Cost-Effective Allocation of Development Aid.
CoRR
Milan Kuzmanovic, Dennis Frauen, Tobias Hatt, Stefan Feuerriegel
2024 — conf
Sequential Deconfounding for Causal Inference with Unobserved Confounders.
CLeaR
Tobias Hatt, Stefan Feuerriegel
2023 A* conf
Estimating Average Causal Effects from Patient Trajectories.
AAAI
Dennis Frauen, Tobias Hatt, Valentyn Melnychuk, Stefan Feuerriegel
2023 A conf
Estimating Conditional Average Treatment Effects with Missing Treatment Information.
AISTATS
Milan Kuzmanovic, Tobias Hatt, Stefan Feuerriegel
2022 A* conf
A Deep Markov Model for Clickstream Analytics in Online Shopping.
WWW
Yilmazcan Özyurt, Tobias Hatt, Ce Zhang, Stefan Feuerriegel
2022 J jnl
Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects.
CoRR
Tobias Hatt, Jeroen Berrevoets, Alicia Curth, Stefan Feuerriegel, Mihaela van der Schaar
2022 J jnl
DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction.
CoRR
Yanke Li, Tobias Hatt, Ioana Bica, Mihaela van der Schaar
2022 J jnl
Detecting User Exits from Online Behavior: A Duration-Dependent Latent State Model.
CoRR
Tobias Hatt, Stefan Feuerriegel
2022 J jnl
Estimating Conditional Average Treatment Effects with Missing Treatment Information.
CoRR
Milan Kuzmanovic, Tobias Hatt, Stefan Feuerriegel
2022 J jnl
Estimating average causal effects from patient trajectories.
CoRR
Dennis Frauen, Tobias Hatt, Valentyn Melnychuk, Stefan Feuerriegel
2022 A conf
Generalizing off-policy learning under sample selection bias.
UAI
Tobias Hatt, Daniel Tschernutter, Stefan Feuerriegel
2022 A* conf
Interpretable Off-Policy Learning via Hyperbox Search.
ICML
Daniel Tschernutter, Tobias Hatt, Stefan Feuerriegel
2022 J jnl
Interpretable Off-Policy Learning via Hyperbox Search.
CoRR
Daniel Tschernutter, Tobias Hatt, Stefan Feuerriegel
2021 A* conf
AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units.
KDD
Yilmazcan Özyurt, Mathias Kraus, Tobias Hatt, Stefan Feuerriegel
2021 J jnl
AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units.
CoRR
Yilmazcan Özyurt, Mathias Kraus, Tobias Hatt, Stefan Feuerriegel
2021 — conf
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies.
ML4H@NeurIPS
Milan Kuzmanovic, Tobias Hatt, Stefan Feuerriegel
2021 J jnl
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies.
CoRR
Milan Kuzmanovic, Tobias Hatt, Stefan Feuerriegel
2021 A conf
Estimating Average Treatment Effects via Orthogonal Regularization.
CIKM
Tobias Hatt, Stefan Feuerriegel
2021 J jnl
Estimating Average Treatment Effects via Orthogonal Regularization.
CoRR
Tobias Hatt, Stefan Feuerriegel
2021 J jnl
Generalizing Off-Policy Learning under Sample Selection Bias.
CoRR
Tobias Hatt, Daniel Tschernutter, Stefan Feuerriegel
2021 J jnl
Sequential Deconfounding for Causal Inference with Unobserved Confounders.
CoRR
Tobias Hatt, Stefan Feuerriegel
2020 A* conf
Early Detection of User Exits from Clickstream Data: A Markov Modulated Marked Point Process Model.
WWW
Tobias Hatt, Stefan Feuerriegel