Christoph Schnörr
6 papers · 2006–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Optimization & Theory
(4)
Computer Vision
(3)
Core AI · Computer Vision
(2)
Learning Types
(2)
Processing
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Core AI · Artificial Intelligence
(1)
Mathematics
(1)
Keywords
markov random field
(3)
map inference
(3)
convex relaxation
(2)
energy minimization
(2)
combinatorial optimization
(2)
graphical model
(2)
partial optimality
(2)
maximum likelihood
(1)
second-order cone programming
(1)
linear programming relaxation
(1)
sequential quadratic programming
(1)
generative model
(1)
generalization bound
(1)
pac-bayesian bound
(1)
graph cut
(1)
convergence rate
(1)
normalizing flow
(1)
pruning algorithm
(1)
sparsity constraint
(1)
non-negative matrix factorization
(1)
Papers
On Certified Generalization in Structured Prediction
NeurIPS 2023
Whitening Convergence Rate of Coupling-based Normalizing Flows
NeurIPS 2022
Partial Optimality by Pruning for MAP-inference with General Graphical Models
CVPR 2014
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation
NeurIPS 2013
Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization
CVPR 2013
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming
JMLR 2006