Heiner Stuckenschmidt
26 papers · 2011–2025 · 8 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 6 separate collaboration groups - the largest holds only 38% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Heiner Stuckenschmidt?
3 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Stefan Lüdtke, Christian Bartelt, Sascha Marton
8 papers
· 2022–2025
· IJCAI, ICLR, AAAI
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Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
ICLR 2025
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
NeurIPS 2024
Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods
IJCAI 2024
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
ICLR 2024
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
AAAI 2024
Online Random Feature Forests for Learning in Varying Feature Spaces
AAAI 2023
Towards Utilitarian Online Learning -- A Review of Online Algorithms in Open Feature Space
IJCAI 2023
Exchangeability-Aware Sum-Product Networks
IJCAI 2022