activity
20092021
most citedBounded Independence Fools Halfspaces

2 citations · 2 across the 5 of their papers we have counts for

collaborators

9 papers

cs.DS2021

Tight FPT Approximation for Constrained k-Center and k-Supplier

Dishant Goyal, Ragesh Jaiswal

In this work, we study a range of constrained versions of the -supplier and -center problems such as: capacitated, fault-tolerant, fair, etc. These problems fall under a broa…

cs.DS2021

Tight FPT Approximation for Socially Fair Clustering

Dishant Goyal, Ragesh Jaiswal

In this work, we study the socially fair -median/-means problem. We are given a set of points in a metric space with a distance function . There are…

cs.DS2020

FPT Approximation for Constrained Metric -Median/Means

Dishant Goyal, Ragesh Jaiswal, Amit Kumar

The Metric -median problem over a metric space is defined as follows: given a set of facility locations and a set $C \subseteq \math…

cs.DS2019

Multiplicative Rank-1 Approximation using Length-Squared Sampling

Ragesh Jaiswal, Amit Kumar

We show that the span of rows of any matrix sampled according to the length-squared distribution contains a rank-$1…

cs.DS2019

Streaming PTAS for Binary -Low Rank Approximation

Anup Bhattacharya, Dishant Goyal, Ragesh Jaiswal +1

We give a 3-pass, polylog-space streaming PTAS for the constrained binary -means problem and a 4-pass, polylog-space streaming PTAS for the binary -low rank approximatio…

cs.DS2019

Streaming PTAS for Constrained k-Means

Dishant Goyal, Ragesh Jaiswal, Amit Kumar

We generalise the results of Bhattacharya et al. (Journal of Computing Systems, 62(1):93-115, 2018) for the list--means problem defined as -- for a (unknown) partition $X_1, ...…