Software

Here are some of my projects available on my Github.

Code

• Tucker Structured Phase Retrieval
  - Implementation based on the paper Low-Rank Phase Retrieval with Structured Tensor Models (Paper)
  

• Machine Learning with Tensor Factorizations
  - Implementation based on the paper Learning Predictors from Multidimensional Data with Tensor Factorizations (Paper)
  - Library consists of Linear Regression, Logistic Regression, and SVM with a CANDECOMP/PARAFAC (CP) structure
  

• Low Rank Phase Retrieval
  - Implementation based on the paper Low Rank Phase Retrieval
  

• Provable Low Rank Phase Retrieval
  - Implementation based on the paper Provable Low Rank Phase Retrieval
  

• Reshaped Wirtinger Flow
  - Implementation based on the paper Reshaped Wirtinger Flow
  

• Differentially Private t-SNE
  - Implementation based on the paper Privacy-preserving Quality Control of Neuroimaging Datasets in Federated Environments
  

• Differentially Private Canonical Correlation Analysis
  - Implementation based on the paper Differentially Private Canonical Correlation Analysis
  

• Restricted Boltzmann Machines
  - Implementation of Restricted Boltzmann Machines (RBM)