researcher

Swagatam Das

Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India

15 papers hereh-index 7627k citations419 works total

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

author position

middle author3
last author11

Across the 14 of 15 papers where every author was matched, so the position is known.

fields

affiliations

Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India

Homepage

same name

Swagatam Das — 14 papers, h 17
Swagatam Das — 10 papers, h 2
Swagatam Das — 8 papers, h 5
Swagatam Das — 7 papers, h 1
Swagatam Das — 5 papers, h 4
Swagatam Das — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20112023

most citedRecent Trends in the Use of Statistical Tests for Comparing Swarm and Evolutionary Computing Algorithms: Practical Guidelines and a Critical Review

508 citations · 600 across the 13 of their papers we have counts for

collaborators

Showing 2017Show all

2 papers · 1 filter

cs.LG2017★ 4 cited

Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts

Shounak Datta, Sayak Nag, Sankha Subhra Mullick +1

The diversification (generating slightly varying separating discriminators) of Support Vector Machines (SVMs) for boosting has proven to be a challenge due to the strong learning n…

cs.CV2017

Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning

Shounak Datta, Sayak Nag, Swagatam Das

A large amount of research effort has been dedicated to adapting boosting for imbalanced classification. However, boosting methods are yet to be satisfactorily immune to class imba…