Contains the code for the model that won Kaggle's Air Quality Prediction Hackathon

A free MATLAB toolbox for formulating and solving sums of squares (SOS) optimization programs

[ICML 2019] A Robust Meta-Algorithm for Stochastic Optimization

Agnostic Mean estimation code for the paper "Agnostic Estimation of Mean and Covariance"

The code for the paper "Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors" by Danil Kuzin, Olga Isupova, and Lyudmila Mihaylova in IEEE Transactions on Signal P…

Consider an image which is corrupted by both additive Gaussian noise and defocus blur. Here I have implemented a Wiener filter to restore the image to make it less noisy and less blurry. To evaluat…

Assignment 3 and 4