Anirban Dasgupta

About Anirban Dasgupta

Anirban Dasgupta, With an exceptional h-index of 30 and a recent h-index of 20 (since 2020), a distinguished researcher at Indian Institute of Technology Gandhinagar, specializes in the field of algorithms, data mining, social networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

Simple Weak Coresets for Non-decomposable Classification Measures

Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search

VPTDrone: Video Processing Toolkit for Smart Surveillance Drone

$ ODE $ Solvers are also Wayfinders: Neural ODEs for Multi-Agent Pathplanning

Improving Expressivity of Graph Neural Networks using Localization

On Coresets for Fair Regression and Individually Fair Clustering.

Online Coresets for Parameteric and Non-Parametric Bregman Clustering

RNASeq as a tool to understand dysregulation of potential biomarkers in HNSC

Anirban Dasgupta Information

University

Position

Professor

Citations(all)

9427

Citations(since 2020)

3267

Cited By

7752

hIndex(all)

30

hIndex(since 2020)

20

i10Index(all)

56

i10Index(since 2020)

38

Email

University Profile Page

Indian Institute of Technology Gandhinagar

Google Scholar

View Google Scholar Profile

Anirban Dasgupta Skills & Research Interests

algorithms

data mining

social networks

Top articles of Anirban Dasgupta

Title

Journal

Author(s)

Publication Date

Simple Weak Coresets for Non-decomposable Classification Measures

Proceedings of the AAAI Conference on Artificial Intelligence

Jayesh Malaviya

Anirban Dasgupta

Rachit Chhaya

2024/3/24

Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search

Advances in Neural Information Processing Systems

Indradyumna Roy

Rishi Agarwal

Soumen Chakrabarti

Anirban Dasgupta

Abir De

2024/2/13

VPTDrone: Video Processing Toolkit for Smart Surveillance Drone

Dwip Dalal

Anirban Dasgupta

2024/1/4

$ ODE $ Solvers are also Wayfinders: Neural ODEs for Multi-Agent Pathplanning

Progyan Das

Dwip Dalal

Anirban Dasgupta

2023/10/31

Improving Expressivity of Graph Neural Networks using Localization

arXiv preprint arXiv:2305.19659

Anant Kumar

Shrutimoy Das

Shubhajit Roy

Binita Maity

Anirban Dasgupta

2023/5/31

On Coresets for Fair Regression and Individually Fair Clustering.

Rachit Chhaya

Anirban Dasgupta

Jayesh Choudhari

Supratim Shit

2022/5/3

Online Coresets for Parameteric and Non-Parametric Bregman Clustering

Transactions on Machine Learning Research

Supratim Shit

Anirban Dasgupta

Rachit Chhaya

Jayesh Choudhari

2022/4/27

RNASeq as a tool to understand dysregulation of potential biomarkers in HNSC

bioRxiv

Ezhuthachan Mithu

Madhvi Joshi

Ishan Raval

Chaitanya Joshi

Anirban Dasgupta

...

2022/9/21

On additive approximate submodularity

Theoretical Computer Science

Flavio Chierichetti

Anirban Dasgupta

Ravi Kumar

2022/6/24

Scalable estimation of epidemic thresholds via node sampling

Sankhya A

Anirban Dasgupta

Srijan Sengupta

2022/6

Random projections in gravitational-wave searches from compact binaries ii: efficient reconstruction of the detection statistic

arXiv preprint arXiv:2101.03226

Amit Reza

Anirban Dasgupta

Anand S Sengupta

2021/1/8

OSSuM: A Gradient-Free Approach For Pruning Neural Networks At Initialization

Vinu Sankar Sadasivan

Jayesh Malaviya

Anirban Dasgupta

2021/10/6

Analyzing topic transitions in text-based social cascades using dual-network Hawkes process

Jayesh Choudhari

Srikanta Bedathur

Indrajit Bhattacharya

Anirban Dasgupta

2021/5/9

Statistical measures for defining curriculum scoring function

arXiv preprint arXiv:2103.00147

Vinu Sankar Sadasivan

Anirban Dasgupta

2021/2/27

Efficient hierarchical clustering for classification and anomaly detection

arXiv preprint arXiv:2008.10828

Ishita Doshi

Sreekalyan Sajjalla

Jayesh Choudhari

Rushi Bhatt

Anirban Dasgupta

2020/8/25

Online coresets for clustering with Bregman divergences

arXiv preprint arXiv:2012.06522

Rachit Chhaya

Jayesh Choudhari

Anirban Dasgupta

Supratim Shit

2020/12/11

On coresets for regularized regression

Rachit Chhaya

Anirban Dasgupta

Supratim Shit

2020/11/21

Streaming coresets for symmetric tensor factorization

Rachit Chhaya

Jayesh Choudhari

Anirban Dasgupta

Supratim Shit

2020/11/21

A Simple Approach To Define Curricula For Training Neural Networks

Vinu Sankar Sadasivan

Anirban Dasgupta

2020/10/2

See List of Professors in Anirban Dasgupta University(Indian Institute of Technology Gandhinagar)

Co-Authors

H-index: 147
Jure Leskovec

Jure Leskovec

Stanford University

H-index: 122
Jon Kleinberg

Jon Kleinberg

Cornell University

H-index: 87
Kilian Weinberger

Kilian Weinberger

Cornell University

H-index: 85
John Hopcroft

John Hopcroft

Cornell University

H-index: 75
Michael Mahoney

Michael Mahoney

University of California, Berkeley

H-index: 71
Eva Tardos

Eva Tardos

Cornell University

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