Fabian Sinz
7 papers · 2006–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird
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Venues
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Research topics
Machine Learning
(5)
Core Methods
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Learning Paradigms
(2)
Mathematics
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Keywords
dimensionality reduction
(1)
image classification
(1)
semi-supervised learning
(1)
feature learning
(1)
adversarial robustness
(1)
independent component analysis
(1)
feature extraction
(1)
neural coding
(1)
computational neuroscience
(1)
transductive learning
(1)
subspace learning
(1)
feature selection
(1)
neural encoding
(1)
knowledge distillation
(1)
natural images
(1)
mutual information
(1)
statistical model
(1)
likelihood estimation
(1)
probability density
(1)
information theory
(1)
Papers
Can Functional Transfer Methods Capture Simple Inductive Biases?
AISTATS 2022
Learning from brains how to regularize machines
NeurIPS 2019
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
NeurIPS 2018
Least Informative Dimensions
NeurIPS 2013
In All Likelihood, Deep Belief Is Not Enough
JMLR 2011
-Nested Symmetric Distributions
JMLR 2010
Large Scale Transductive SVMs
JMLR 2006