solevillar Goto Github PK
Name: Soledad Villar
Type: User
Company: Johns Hopkins University
Twitter: SoledadVillar5
Location: solevillar.github.io
Name: Soledad Villar
Type: User
Company: Johns Hopkins University
Twitter: SoledadVillar5
Location: solevillar.github.io
Capstone project - produce and evaluate adversarial attacks
Implementation of certificate for k-means optimality based on algorithm from paper: Probably certifiably correct k-means clustering. https://arxiv.org/pdf/1509.07983v2.pdf
Differentiable Sparse Subset Selection by Norm Penalties
GHMatch code for https://arxiv.org/pdf/1610.05214.pdf
Inference and Representation (DS-GA-1005, CSCI-GA.2569), fall 18
generalization of k-means to point clouds using various things involving "GW".
Implementation of kmeans SDP and experiments from paper: Clustering subgaussian mixtures by semidefinite programming. Dustin Mixon, Soledad Villar, Rachel Ward
Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.
Python code for genetic marker selection using linear programming
proof of concept code for https://arxiv.org/abs/1812.02768 (requires Matlab and CVX)
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Open source projects and samples from Microsoft.
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Data-Driven Documents codes.
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