Olga Klopp
6 papers · 2014–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Optimization & Theory · Machine Learning
(4)
Data Science & Analytics
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Applications
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Mathematics
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
matrix completion
(3)
collaborative filtering
(2)
nuclear norm
(2)
minimax optimality
(2)
coordinate gradient descent
(2)
network analysis
(1)
kullback-leibler divergence
(1)
exponential family
(1)
coordinate descent
(1)
low-rank matrix
(1)
nuclear norm regularization
(1)
stochastic block model
(1)
low-rank constraint
(1)
finite alphabets
(1)
sparse additive model
(1)
convergence rate
(1)
minimax rate
(1)
bias-variance tradeoff
(1)
low-rank model
(1)
recommendation system
(1)
Papers
Generalized multi-view model: Adaptive density estimation under low-rank constraints
JMLR 2025
Understanding the Effect of GCN Convolutions in Regression Tasks
AISTATS 2025
Optimality of variational inference for stochasticblock model with missing links
NeurIPS 2021
Collective Matrix Completion
JMLR 2019
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames
NeurIPS 2018
Probabilistic low-rank matrix completion on finite alphabets
NeurIPS 2014