Sascha Marton
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Cross-Pollinator
(10)
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Interdisciplinary Bridge
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Keyword Pioneer
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Grand Slam
Conferences
ICLR (2)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model selection
(1)
binary classification
(1)
hyperparameter optimization
(1)
model evaluation
(1)
model architecture
(1)
test-time adaptation
(1)
model interpretability
(1)
gradient descent
(1)
distribution shift
(1)
decision tree
(1)
feature engineering
(1)
tabular datum
(1)
data-centric evaluation
(1)
axis-aligned splitting
(1)
Papers
Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
ICLR 2025
DCBM: Data-Efficient Visual Concept Bottleneck Models
ICML 2025
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
NIPS 2024
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
AAAI 2024
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
ICLR 2024