2 papers
cs.LG2020
DS-FACTO: Doubly Separable Factorization Machines
Parameswaran Raman, S. V. N. Vishwanathan
Factorization Machines (FM) are powerful class of models that incorporate higher-order interaction among features to add more expressive power to linear models. They have been used…
cs.CG2019
Optimization on the Surface of the (Hyper)-Sphere
Parameswaran Raman, Jiasen Yang
Thomson problem is a classical problem in physics to study how number of charged particles distribute themselves on the surface of a sphere of dimensions. When , i.e.…