Swati Gupta

Swati Gupta

Georgia Institute of Technology

H-index: 11

North America-United States

About Swati Gupta

Swati Gupta, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Optimization, Machine Learning, Ethical AI.

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

Equitably allocating wildfire resilience investments for power grids: The curse of aggregation and vulnerability indices

Quantum optimization: Potential, challenges, and the path forward

Balancing Notions of Equity: Approximation Algorithms for Fair Portfolio of Solutions in Combinatorial Optimization

Warm-Started QAOA with Custom Mixers Provably Converges and Computationally Beats Goemans-Williamson's Max-Cut at Low Circuit Depths

Mixed-Integer Projections for Automated Data Correction of EMRs Improve Predictions of Sepsis among Hospitalized Patients

TACOS: Topology-Aware Collective Algorithm Synthesizer for Distributed Training

Artificial Intelligence/Operations Research Workshop 2 Report Out

Bridging classical and quantum with SDP initialized warm-starts for QAOA

Swati Gupta Information

University

Position

Assistant Professor

Citations(all)

496

Citations(since 2020)

437

Cited By

151

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Swati Gupta Skills & Research Interests

Optimization

Machine Learning

Ethical AI

Top articles of Swati Gupta

Equitably allocating wildfire resilience investments for power grids: The curse of aggregation and vulnerability indices

arXiv preprint arXiv:2404.11520

2024/4/17

Swati Gupta
Swati Gupta

H-Index: 7

Quantum optimization: Potential, challenges, and the path forward

arXiv preprint arXiv:2312.02279

2023/12/4

Balancing Notions of Equity: Approximation Algorithms for Fair Portfolio of Solutions in Combinatorial Optimization

arXiv preprint arXiv:2311.03230

2023/11/6

Swati Gupta
Swati Gupta

H-Index: 7

Mohit Singh
Mohit Singh

H-Index: 18

Warm-Started QAOA with Custom Mixers Provably Converges and Computationally Beats Goemans-Williamson's Max-Cut at Low Circuit Depths

Quantum

2023/9/26

Mixed-Integer Projections for Automated Data Correction of EMRs Improve Predictions of Sepsis among Hospitalized Patients

arXiv preprint arXiv:2308.10781

2023/8/21

TACOS: Topology-Aware Collective Algorithm Synthesizer for Distributed Training

arXiv preprint arXiv:2304.05301

2023/4/11

Artificial Intelligence/Operations Research Workshop 2 Report Out

arXiv preprint arXiv:2304.04677

2023/4/10

Bridging classical and quantum with SDP initialized warm-starts for QAOA

ACM Transactions on Quantum Computing

2023/2/24

Reuben Tate
Reuben Tate

H-Index: 1

Swati Gupta
Swati Gupta

H-Index: 7

Temporal Fairness in Online Decision-Making

2023/12/30

Swati Gupta
Swati Gupta

H-Index: 7

Vijay Kamble
Vijay Kamble

H-Index: 7

Hardness and approximation of submodular minimum linear ordering problems

Mathematical Programming

2023/12/14

Swati Gupta
Swati Gupta

H-Index: 7

Which norm is the fairest? Approximations for fair facility location across all ""

arXiv preprint arXiv:2211.14873

2022/11/27

Swati Gupta
Swati Gupta

H-Index: 7

Mohit Singh
Mohit Singh

H-Index: 18

Electrical flows over spanning trees

Mathematical Programming

2022/11/1

Using algorithms to tame discrimination: A path to algorithmic diversity, equity, and inclusion

UC Davis Law Review, Forthcoming

2022/10/11

Swati Gupta
Swati Gupta

H-Index: 7

Mathematically quantifying non-responsiveness of the 2021 Georgia congressional districting plan

2022/10/6

Swati Gupta
Swati Gupta

H-Index: 7

Don’t let Ricci v. DeStefano hold you back: A bias-aware legal solution to the hiring paradox

2022/6/21

Deven Desai
Deven Desai

H-Index: 11

Swati Gupta
Swati Gupta

H-Index: 7

Mathematically quantifying gerrymandering and the non-responsiveness of the 2021 Georgia congressional districting plan

arXiv preprint arXiv:2203.06552

2022/3/12

Swati Gupta
Swati Gupta

H-Index: 7

Gregory Herschlag
Gregory Herschlag

H-Index: 8

Discovering Opportunities in New York City’s Discovery Program: Disadvantaged Students in Highly Competitive Markets

arXiv preprint arXiv:2203.00544

2022/3

Discovering Opportunities in New York City's Discovery Program: an Analysis of Affirmative Action Mechanisms

arXiv preprint arXiv:2203.00544

2022/3/1

Reusing combinatorial structure: faster iterative projections over submodular base polytopes

Advances in Neural Information Processing Systems

2021/12/6

Hassan Mortagy
Hassan Mortagy

H-Index: 1

Swati Gupta
Swati Gupta

H-Index: 7

2nd Symposium on Foundations of Responsible Computing

2021/6

Katrina Ligett
Katrina Ligett

H-Index: 22

Swati Gupta
Swati Gupta

H-Index: 7

See List of Professors in Swati Gupta University(Georgia Institute of Technology)

Co-Authors

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