Andreas Ziehe
4 papers · 2003–2012 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(6)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Healthcare & Medicine
(2)
Mathematics & Optimization
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Optimization & Theory
(2)
Research
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Science
(1)
Keywords
blind source separation
(2)
source localization
(1)
atomization energy
(1)
sparse regularization
(1)
second-order cone programming
(1)
eeg source localization
(1)
vector field estimation
(1)
eeg meg
(1)
molecular machine learning
(1)
quantum mechanical energies
(1)
graph-like molecular data
(1)
atomization energy prediction
(1)
molecular geometry
(1)
temporal decorrelation
(1)
graph representation
(1)
graph-like data
(1)
vector field
(1)
quasi-newton method
(1)
inverse problem
(1)
sparse coding
(1)
Papers
Learning Invariant Representations of Molecules for Atomization Energy Prediction
NeurIPS 2012
Estimating vector fields using sparse basis field expansions
NeurIPS 2008
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation
JMLR 2004
Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation
JMLR 2003