5 citations · 5 across the 5 of their papers we have counts for
5 papers
Using Dimensionality Reduction to Optimize t-SNE
Rikhav Shah, Sandeep Silwal
t-SNE is a popular tool for embedding multi-dimensional datasets into two or three dimensions. However, it has a large computational cost, especially when the input data has many d…
Property Testing of LP-Type Problems
Rogers Epstein, Sandeep Silwal
Given query access to a set of constraints , we wish to quickly check if some objective function subject to these constraints is at most a given value . We approach this…
Testing Properties of Multiple Distributions with Few Samples
Maryam Aliakbarpour, Sandeep Silwal
We propose a new setting for testing properties of distributions while receiving samples from several distributions, but few samples per distribution. Given samples from distri…
Infinitely Many Primes Using Generating Functions
Sandeep Silwal
In this short paper we present an elementary proof of the infinitude of primes. Our proof is similar in spirit to Euler's proof that the reciprocals of primes diverges and only use…
Spectral methods for testing cluster structure of graphs
Sandeep Silwal, Jonathan Tidor
In the framework of graph property testing, we study the problem of determining if a graph admits a cluster structure. We say that a graph is -clusterable if it can be part…