Projects

Coordinate descent for LAD Estimation

Engineered a coordinate descent algorithm to obtain LAD estimates for linear regression setups.

Knight and Bishop Algorithm

Implemtented automatic parameter tuning for the Magnetic Hamiltonian Monte Carlo Algorithm.

LLM entropy using Gaussian Process LVMs

Implemted a novel gaussian process based kernel entropy comparision metric to evaluate LLM outputs.

SWAP Regression

To computationally implement the state-of-the-art regression method for samples with alternating predictors.

PHASR (ERA)

1st Indian team to qualify for the RoboCup MSL Challenge out of 10+ shortlisted international applicants