Sebastian Gerwinn
9 papers · 2007–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (16) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (12)
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Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Trend Setter
ποΈ
Keyword Collector
(68)
Conferences
NIPS (5)
ACML (1)
AISTATS (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
bayesian inference
(3)
neural population
(2)
gaussian process
(2)
feature extraction
(1)
neural coding
(1)
computational neuroscience
(1)
statistical modeling
(1)
gaussian processes
(1)
population coding
(1)
neuroimaging
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
supervised learning
(1)
marginal likelihood
(1)
posterior distribution
(1)
hierarchical bayesian
(1)
visual cortex
(1)
fisher information
(1)
natural images
(1)
neural decoding
(1)
Papers
Estimation of Counterfactual Interventions under Uncertainties
ACML 2023
Validation of composite systems by discrepancy propagation
UAI 2023
Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes
AISTATS 2021
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds
NIPS 2018
In All Likelihood, Deep Belief Is Not Enough
JMLR 2011
Bayesian estimation of orientation preference maps
NIPS 2009
A joint maximum-entropy model for binary neural population patterns and continuous signals
NIPS 2009
Neurometric function analysis of population codes
NIPS 2009
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior
NIPS 2007