Adam Breuer
4 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
parallel algorithm
(2)
cardinality constraint
(2)
submodular maximization
(2)
approximation guarantee
(2)
approximation algorithm
(1)
adaptive algorithm
(1)
topic model
(1)
model inversion attack
(1)
combinatorial approach
(1)
non-monotone function
(1)
semantic quality
(1)
privacy vulnerabilities
(1)
psnr
(1)
ssim
(1)
lda
(1)
submodular optimization
(1)
parallel computation time
(1)
sparse coding
(1)
classification accuracy
(1)
posterior probability
(1)
Papers
E-LDA: Toward Interpretable LDA Topic Models with Strong Guarantees in Logarithmic Parallel Time
ICML 2025
Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures
ECCV 2024
The FAST Algorithm for Submodular Maximization
ICML 2020
Non-monotone Submodular Maximization in Exponentially Fewer Iterations
NeurIPS 2018