22 citations · 23 across the 5 of their papers we have counts for
5 papers
Expressive Power and Loss Surfaces of Deep Learning Models
Simant Dube
The goals of this paper are two-fold. The first goal is to serve as an expository tutorial on the working of deep learning models which emphasizes geometrical intuition about the r…
High Dimensional Spaces, Deep Learning and Adversarial Examples
Simant Dube
In this paper, we analyze deep learning from a mathematical point of view and derive several novel results. The results are based on intriguing mathematical properties of high dime…
An Iterative Fingerprint Enhancement Algorithm Based on Accurate Determination of Orientation Flow
Simant Dube
We describe an algorithm to enhance and binarize a fingerprint image. The algorithm is based on accurate determination of orientation flow of the ridges of the fingerprint image by…
Geometrical Interpretation of the Master Theorem for Divide-and-conquer Recurrences
Simant Dube
We provide geometrical interpretation of the Master Theorem to solve divide-and-conquer recurrences. We show how different cases of the recurrences correspond to different kinds of…
Computation of Maximal Resolution of Copy Number Variation on a Nanofluidic Device using Digital PCR
Simant Dube, Alain Mir, Robert C. Jones +2
Copy Number Variations (CNVs) of regions of the human genome are important in disease association studies.The digital array is a nanofluidic biochip which utilizes integrated chann…