Thomas Nagler
9 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (8) 🗺️ Taxonomy Completionist (19)
⚡
Prolific Year
(5)
Conferences
ICML (3)
UAI (3)
AISTATS (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
bayesian inference
(2)
transformer architecture
(1)
semi-supervised learning
(1)
hyperparameter optimization
(1)
uncertainty quantification
(1)
in-context learning
(1)
marginal likelihood
(1)
cross validation
(1)
time series
(1)
generalization error
(1)
posterior predictive
(1)
feature interaction
(1)
online algorithm
(1)
autoregressive model
(1)
bootstrap method
(1)
validation loss
(1)
prior-data fitted network
(1)
interpretable region
(1)
recursive partitioning
(1)
feature effect
(1)
Papers
Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals
UAI 2025
Adjustment for Confounding using Pre-Trained Representations
ICML 2025
Decomposing Global Feature Effects Based on Feature Interactions
JMLR 2024
Generalizing Orthogonalization for Models with Non-Linearities
ICML 2024
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization
NIPS 2024
Label-wise Aleatoric and Epistemic Uncertainty Quantification
UAI 2024
An Online Bootstrap for Time Series
AISTATS 2024
Statistical Foundations of Prior-Data Fitted Networks
ICML 2023
Approximately Bayes-optimal pseudo-label selection
UAI 2023