Florian Wenzel
11 papers · 2018–2023 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π£ Hot Topic Early Bird
π£
Hot Topic Early Bird
π
Conference Polyglot
(6)
π
Grand Slam
ποΈ
Keyword Collector
(53)
π
Conference Pioneer
π
Century Club
(11)
π
Trend Setter
β
The Questioner
Conferences
ICML (3)
NIPS (3)
AISTATS (2)
AAAI (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
gaussian process
(4)
uncertainty quantification
(4)
variational inference
(4)
model calibration
(2)
stochastic variational inference
(2)
data augmentation
(2)
gaussian process classification
(2)
deep ensemble
(2)
representation learning
(2)
ensemble learning
(2)
adversarial robustness
(1)
hyperparameter optimization
(1)
bayesian inference
(1)
feature learning
(1)
contrastive learning
(1)
transfer learning
(1)
multi-task learning
(1)
markov chain monte carlo
(1)
out-of-distribution generalization
(1)
text analysis
(1)
Papers
Leveraging sparse and shared feature activations for disentangled representation learning
NIPS 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries
ICML 2023
Bayesian Neural Network Priors Revisited
ICLR 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning
NIPS 2022
Hyperparameter Ensembles for Robustness and Uncertainty Quantification
NIPS 2020
Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models
AISTATS 2020
How Good is the Bayes Posterior in Deep Neural Networks Really?
ICML 2020
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation
UAI 2019
Efficient Gaussian Process Classification Using PΓ³lya-Gamma Data Augmentation
AAAI 2019
Quasi-Monte Carlo Variational Inference
ICML 2018
Scalable Generalized Dynamic Topic Models
AISTATS 2018