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Ratnik Gandhi

4 papers hereh-index 692 citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.GT2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20102018
most citedCorrelated discrete data generation using adversarial training

12 citations · 20 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2018★ 12 cited

Correlated discrete data generation using adversarial training

Shreyas Patel, Ashutosh Kakadiya, Maitrey Mehta +3

Generative Adversarial Networks (GAN) have shown great promise in tasks like synthetic image generation, image inpainting, style transfer, and anomaly detection. However, generatin…

cs.LG2017★ 4 cited

Updating Singular Value Decomposition for Rank One Matrix Perturbation

Ratnik Gandhi, Amoli Rajgor

An efficient Singular Value Decomposition (SVD) algorithm is an important tool for distributed and streaming computation in big data problems. It is observed that update of singula…

cs.GT2010★ 2 cited

An Algebraic Approach for Computing Equilibria of a Subclass of Finite Normal Form Games

Samaresh Chatterji, Ratnik Gandhi

A Nash equilibrium has become important solution concept for analyzing the decision making in Game theory. In this paper, we consider the problem of computing Nash equilibria of a…

cs.GT2010★ 2 cited

Some Algebraic Properties of a Subclass of Finite Normal Form Games

Samaresh Chatterji, Ratnik Gandhi

We study the problem of computing all Nash equilibria of a subclass of finite normal form games. With algebraic characterization of the games, we present a method for computing all…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.