1 code implementation • 27 Jul 2020 • Abhishek Nan, Matthew Tennant, Uriel Rubin, Nilanjan Ray
Autograd-based software packages have recently renewed interest in image registration using homography and other geometric models by gradient descent and optimization, e. g., AirLab and DRMIME.
1 code implementation • MIDL 2019 • Abhishek Nan, Matthew Tennant, Uriel Rubin, Nilanjan Ray
In this work, we present a novel unsupervised image registration algorithm.
no code implementations • 26 Jan 2020 • Abhishek Nan, Anandh Perumal, Osmar R. Zaiane
Algorithmic trading, due to its inherent nature, is a difficult problem to tackle; there are too many variables involved in the real world which make it almost impossible to have reliable algorithms for automated stock trading.
1 code implementation • 21 Dec 2019 • Abhishek Nan
In the landscape of TD algorithms, the Q($\sigma$, $\lambda$) algorithm is an algorithm with the ability to perform a multistep backup in an online manner while also successfully unifying the concepts of sampling with using the expectation across all actions for a state.