Shirin Jalali
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Optimization & Theory · Machine Learning
(3)
Core Methods
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
deep image prior
(2)
gaussian mixture model
(2)
image reconstruction
(1)
video recovery
(1)
projected gradient descent
(1)
high-dimensional clustering
(1)
random projection
(1)
deep neural network
(1)
video reconstruction
(1)
shallow neural network
(1)
untrained neural network
(1)
snapshot compressive imaging
(1)
mask optimization
(1)
linear time algorithm
(1)
bayesian classification
(1)
discriminant function
(1)
matrix inverse
(1)
hyperspectral imaging
(1)
speckle noise
(1)
separation bound
(1)
Papers
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise
ICML 2024
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
NeurIPS 2024
Efficient Deep Approximation of GMMs
NeurIPS 2019
Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time
AISTATS 2019