Hippolyt Ritter
6 papers · 2017–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
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Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
π
Conference Pioneer
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
laplace approximation
(2)
bayesian online learning
(2)
catastrophic forgetting
(2)
variational inference
(2)
bayesian neural network
(2)
neural network
(2)
second-order optimization
(1)
parameter efficiency
(1)
few-shot classification
(1)
deep ensemble
(1)
gauss-newton optimization
(1)
kronecker factorization
(1)
piecewise linear transfer
(1)
optimization performance
(1)
bayesian online meta-learning
(1)
inducing weight
(1)
model-agnostic meta-learning
(1)
online laplace approximation
(1)
few-shot learning
(1)
approximate inference
(1)
Papers
Black-box coreset variational inference
NIPS 2022
Sparse Uncertainty Representation in Deep Learning with Inducing Weights
NIPS 2021
Addressing Catastrophic Forgetting in Few-Shot Problems
ICML 2021
Online Structured Laplace Approximations for Overcoming Catastrophic Forgetting
NIPS 2018
A Scalable Laplace Approximation for Neural Networks
ICLR 2018
Practical Gauss-Newton Optimisation for Deep Learning
ICML 2017