Fred Hamprecht
5 papers · 2017–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
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Research topics
Keywords
neural network
(2)
learning theory
(1)
fourier analysis
(1)
energy landscape
(1)
distance metric
(1)
acquisition function
(1)
loss function
(1)
bayesian neural network
(1)
policy network
(1)
spectral bia
(1)
graph metric
(1)
reinforcement feedback
(1)
frequency function
(1)
algebraic path problem
(1)
active learning
(1)
log-norm distance
(1)
Papers
The Algebraic Path Problem for Graph Metrics
ICML 2022
Deep Active Learning with Adaptive Acquisition
IJCAI 2019
On the Spectral Bias of Neural Networks
ICML 2019
Essentially No Barriers in Neural Network Energy Landscape
ICML 2018
Learned Watershed: End-To-End Learning of Seeded Segmentation
ICCV 2017