Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Paper Published! [Noise-free Sampling]
Published:
Received GSK PhD Poster prize!
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end of UCLA exchange
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portfolio
Portfolio item number 1
Published:
Short description of portfolio item number 1
Portfolio item number 2
Published:
Short description of portfolio item number 2
publications
Robust Data-Driven Accelerated Mirror Descent
Published in IEEE International Conference on Acoustics, Speech and Signal Processing, 2023
Data-driven mirror descent with input-convex neural networks
Published in SIAM Journal on Mathematics of Data Science, 2023
Provably convergent plug-and-play quasi-newton methods
Published in SIAM Journal on Imaging Sciences, 2024
Boosting Data-Driven Mirror Descent with Randomization, Equivariance, and Acceleration
Published in Transactions on Machine Learning Research, 2024
Noise-Free Sampling Algorithms via Regularized Wasserstein Proximals
Published in Research in Mathematical Sciences, 2024
Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging
Published in Radon Series on Computational and Applied Mathematics, 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation
Published in Transactions on Machine Learning Research, 2024
talks
Data-driven Optimization via Mirror Descent
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Part of the joint seminar series with City University of Hong Kong and Mathematical Institute at University of Oxford.
Deterministic Sampling with Wasserstein Proximals Permalink
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Poster presentation. Poster pitch can be found here
Data-Driven Geometry for Convex Optimization
Published:
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Permalink
Published:
Poster presentation.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.