Bernhard Nessler
6 papers · 2008–2021 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (13) π Cross-Pollinator (15)
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Conference Polyglot
(2)
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Trend Setter
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Conference Pioneer
Conferences
NIPS (5)
ICLR (1)
Top co-authors
Research topics
Keywords
bayesian inference
(2)
spiking neural network
(2)
probabilistic modeling
(2)
image generation
(1)
variational inference
(1)
domain adaptation
(1)
probabilistic inference
(1)
convergence analysis
(1)
expectation maximization
(1)
nash equilibrium
(1)
hebbian learning
(1)
spike-timing-dependent plasticity
(1)
synaptic plasticity
(1)
bayesian decision making
(1)
expectation-maximization
(1)
winner-take-all
(1)
regularization parameter
(1)
winner-take-all circuit
(1)
homeostatic plasticity
(1)
spiking networks
(1)
Papers
The balancing principle for parameter choice in distance-regularized domain adaptation
NIPS 2021
Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
ICLR 2018
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
NIPS 2017
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
NIPS 2012
STDP enables spiking neurons to detect hidden causes of their inputs
NIPS 2009
Hebbian Learning of Bayes Optimal Decisions
NIPS 2008