A Personal PhD in Machine Learning

If you'd like to get updates on how my progress goes, feel free to subscribe here or follow me on twitter! In 2020 and beyond, I plan to dive more deeply into independent research projects in Machine Learning and Theoretical Neuroscience. It has been on my mind for nearly a | Continue reading


@harshsikka.com | 3 years ago

Benchmarking Differentially Private Residual Networks for Medical Imagery

AbstractHospitals and other medical institutions often have vast amounts of medical data which can provide significant value when utilized to advance research. However, this data is often sensitive in nature, and as such is not readily available for use in a research setting, oft … | Continue reading


@harshsikka.com | 3 years ago

The Math Required for Deep Learning

For the past year, I’ve been working on implementing well known model architectures and building web applications, so I have a fair amount of refreshing to do when coming back to theoretical machine learning. A lot of it has to do with understanding machine learning’s underlying … | Continue reading


@harshsikka.com | 3 years ago