Implementation of defiltering techniques for blurry and noisy images
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Updated
Jan 23, 2024 - MATLAB
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zero-order-methods
Here are 6 public repositories matching this topic...
Implementation of iterative methods for black-box image deblurring
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Updated
Jan 23, 2024 - MATLAB
Implementation and comparison of zero order vs first order method on the AdaMM (aka AMSGrad) optimizer: analysis of convergence rates and minima shape
python
machine-learning
deep-learning
pytorch
cosine-similarity
t-sne
optimization-algorithms
first-order-methods
amsgrad
optimizers
convergence-analysis
convergence-rate
cnn-filters
zero-order-methods
zero-order-adammm
first-order-adamm
minima-analysis
zo-sgd
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Sep 25, 2022 - Jupyter Notebook
Implementation (in Python) of iterative methods for black-box image deblurring
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Updated
Jul 11, 2023 - Jupyter Notebook
Stochastic optimization research conducted together with Alexander Gasnikov
optimization
linear-regression
gradient-descent
stochastic-optimization
smoothing-algorithm
gradient-approximations
zero-order-methods
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Updated
Jul 23, 2022 - Jupyter Notebook
Implementation of reverse filtering (or defiltering)
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Updated
Mar 6, 2023 - MATLAB
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