Personal information

Activities

Employment (1)

Massachusetts Institute of Technology: Cambridge, MA, US

2023-07-01 to present | Assistant Professor (Sloan School of Management)
Employment
Source: Self-asserted source
Swati Gupta

Education and qualifications (2)

Massachusetts Institute of Technology: Cambridge, MA, US

2011-08-20 to 2017-06-13 | Ph.D. in Operations Research (Operations Research Center)
Education
Source: Self-asserted source
Swati Gupta

Indian Institute of Technology Delhi: Delhi, IN

2006-08-15 to 2011-05-31 | B.Tech and M.Tech (Computer Science and Engineering)
Education
Source: Self-asserted source
Swati Gupta

Professional activities (1)

Simons Institute at UC Berkeley: Berkeley, California, US

2017-08-15 to 2018-05-31 | Research Fellow (Simons Institute)
Invited position
Source: Self-asserted source
Swati Gupta

Works (39)

Algorithmic Challenges in Ensuring Fairness at the Time of Decision

Preliminary version appeared in WINE 2022 as "Algorithmic Challenges in Ensuring Fairness at the Time of Decision". Major Revision, Operations Research
2024 | Journal article
Contributors: Salem, Jad; Gupta, Swati; Kamble, Vijay
Source: Self-asserted source
Swati Gupta

Fair and Reliable Reconnections for Temporary Disruptions in Electric Distribution Networks using Submodularity

Minor revision, INFORMS Journal on Computing
2024 | Journal article
Contributors: Hettle, Cyrus; Gupta, Swati; Molzahn, Dan
Source: Self-asserted source
Swati Gupta

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

Major Revision, Journal of the American Medical Informatics Association
2024 | Journal article
Contributors: Arora, Mehak; Mortagy, Hassan; Dwarshius, Nathan; Gupta, Swati; Holder, Andre; Kamaleswaran, Rishi
Source: Self-asserted source
Swati Gupta

Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

Preliminary version in SIAM Conference on Applied and Computational Discrete Algorithms 2023. Major Revision, Manufacuring and Service Operations Management
2024 | Journal article
Contributors: Faenza, Yuri; Gupta, Swati; Zhang, Xuan
Source: Self-asserted source
Swati Gupta

Hardness and approximation of submodular minimum linear ordering problems

Mathematical Programming
2024-11 | Journal article
Contributors: Majid Farhadi; Swati Gupta; Shengding Sun; Prasad Tetali; Michael C. Wigal
Source: check_circle
Crossref

Secretary Problems with Biased Evaluations Using Partial Ordinal Information

Management Science
2024-08 | Journal article
Contributors: Jad Salem; Swati Gupta
Source: check_circle
Crossref

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

Quantum
2023-09-26 | Journal article
Contributors: Reuben Tate; Jai Moondra; Bryan Gard; Greg Mohler; Swati Gupta
Source: check_circle
Crossref

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

2023-07-09 | Conference paper
Contributors: Yuri Faenza; Swati Gupta; Xuan Zhang
Source: check_circle
Crossref

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

2023-07-09 | Conference paper
Contributors: Swati Gupta; Jai Moondra; Mohit Singh
Source: check_circle
Crossref

Bridging Classical and Quantum with SDP initialized warm-starts for QAOA

ACM Transactions on Quantum Computing
2023-06-30 | Journal article
Contributors: Reuben Tate; Majid Farhadi; Creston Herold; Greg Mohler; Swati Gupta
Source: check_circle
Crossref

Balanced Districting on Grid Graphs with Provable Compactness and Contiguity

arXiv preprint arXiv:2102.05028
2022 | Journal article
Contributors: Hettle, Cyrus; Zhu, Shixiang; Gupta, Swati; Xie, Yao
Source: Self-asserted source
Swati Gupta

Electrical flows over spanning trees

Mathematical Programming
2022-11 | Journal article | Author
Part of ISSN: 0025-5610
Part of ISSN: 1436-4646
Contributors: Swati Gupta; Ali Khodabakhsh; Hassan Mortagy; Evdokia Nikolova
Source: Self-asserted source
Swati Gupta
grade
Preferred source (of 2)‎

Generating target graph couplings for the quantum approximate optimization algorithm from native quantum hardware couplings

Physical Review A
2022-08-05 | Journal article
Contributors: Joel Rajakumar; Jai Moondra; Bryan Gard; Swati Gupta; Creston D. Herold
Source: check_circle
Crossref

Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes

Advances in Neural Information Processing Systems
2021 | Journal article
Contributors: Moondra, Jai; Mortagy, Hassan; Gupta, Swati
Source: Self-asserted source
Swati Gupta

Individual Fairness in Hindsight

Journal of Machine Learning Research
2021-01-01 | Journal article
Contributors: Swati Gupta; Vijay Kamble
Source: Self-asserted source
Swati Gupta

An Efficient Algorithm for Dynamic Pricing Using a Graphical Representation

Production and Operations Management
2020 | Journal article
Contributors: Cohen, Maxime C; Gupta, Swati; Kalas, Jeremy J; Perakis, Georgia
Source: Self-asserted source
Swati Gupta

Closing the Gap: Mitigating Bias in Online Resume-Filtering

The 16th Conference on Web and Internet Economics
2020 | Journal article
Contributors: Salem, Jad; Gupta, Swati
Source: Self-asserted source
Swati Gupta

Group-Fair Online Allocation in Continuous Time

Advances in Neural Information Processing Systems
2020 | Journal article
Contributors: Cayci, Semih; Gupta, Swati; Eryilmaz, Atilla
Source: Self-asserted source
Swati Gupta

Group-Fair Online Allocation in Continuous Time

Advances in Neural Information Processing Systems
2020 | Journal article
Contributors: Cayci, Semih; Gupta, Swati; Eryilmaz, Atilla
Source: Self-asserted source
Swati Gupta

Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization

Advances in Neural Information Processing Systems
2020 | Conference paper
Contributors: Mortagy, Hassan; Gupta, Swati; Pokutta, Sebastian
Source: Self-asserted source
Swati Gupta

Group-Fair Online Allocation in Continuous Time

Advances in Neural Information Processing Systems
2020-12-15 | Conference paper
Contributors: Semih Cayci; Swati Gupta; Atilla Eryilmaz
Source: Self-asserted source
Swati Gupta

Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization

Advances in Neural Information Processing Systems
2020-12-15 | Conference paper
Contributors: Hassan Mortagy; Swati Gupta; Sebastian Pokutta
Source: Self-asserted source
Swati Gupta

Impact of Bias on School Admissions and Targeted Interventions

2020-04-22 | Preprint
Source: Self-asserted source
Swati Gupta

Closing the GAP: Group-Aware Parallelization for Online Selection of Candidates with Biased Evaluations

Available at SSRN 3444283
2019 | Journal article
Contributors: Salem, Jad; Gupta, Swati
Source: Self-asserted source
Swati Gupta

Computational Comparison of Metaheuristics

Handbook of Metaheuristics
2019 | Book chapter
Contributors: Silberholz, John; Golden, Bruce; Gupta, Swati; Wang, Xingyin
Source: Self-asserted source
Swati Gupta

Computational Comparison of Metaheuristics

International Series in Operations Research & Management Science
2019 | Book chapter
Part of ISBN: 9783319910857
Part of ISBN: 9783319910864
Part of ISSN: 0884-8289
Part of ISSN: 2214-7934
Contributors: John Silberholz; Bruce Golden; Swati Gupta; Xingyin Wang
Source: Self-asserted source
Swati Gupta

Individual fairness in hindsight

Proceedings of the 2019 ACM Conference on Economics and Computation
2019 | Conference paper
Contributors: Gupta, Swati; Kamble, Vijay
Source: Self-asserted source
Swati Gupta

Robust Look-ahead Three-phase Balancing of Uncertain Distribution Loads

Proceedings of the 52nd Hawaii International Conference on System Sciences
2019 | Conference paper
Contributors: Geng, Xinbo; Gupta, Swati; Xie, Le
Source: Self-asserted source
Swati Gupta

Electrical Flows over Spanning Trees

2019-09-10 | Preprint
Source: Self-asserted source
Swati Gupta

Robust Classification using Robust Feature Augmentation

2019-05-26 | Preprint
Source: Self-asserted source
Swati Gupta

Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives

Advances in Neural Information Processing Systems
2018 | Journal article
Contributors: Zhou, Song; Gupta, Swati; Udell, Madeleine
Source: Self-asserted source
Swati Gupta

What works best when? A systematic evaluation of heuristics for Max-Cut and QUBO

INFORMS Journal on Computing
2018 | Journal article
Contributors: Dunning, Iain; Gupta, Swati; Silberholz, John
Source: Self-asserted source
Swati Gupta

Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives

Advances in Neural Information Processing Systems
2018-12-15 | Conference paper
Contributors: Song Zhou; Swati Gupta; Madeleine Udell
Source: Self-asserted source
Swati Gupta

Robust Look-ahead Three-phase Balancing of Uncertain Distribution Loads

2018-09-30 | Preprint
Source: Self-asserted source
Swati Gupta

Discrete Newton’s algorithm for parametric submodular function minimization

International Conference on Integer Programming and Combinatorial Optimization
2017 | Conference paper
Contributors: Goemans, Michel X; Gupta, Swati; Jaillet, Patrick
Source: Self-asserted source
Swati Gupta

Bregman Projections over Submodular Base Polytopes

Optimization for Machine Learning Workshop at NeurIPS
2016 | Journal article
Contributors: Gupta, Swati; Goemans, Michel; Jaillet, Patrick
Source: Self-asserted source
Swati Gupta

Scalable robust and adaptive inventory routing

Available on Optimization Online
2016 | Journal article
Contributors: Bertsimas, Dimitris; Gupta, Swati; Tay, Joel
Source: Self-asserted source
Swati Gupta

Towards a 4/3 Approximation for the Metric Traveling Salesman Problem

Source: Self-asserted source
Swati Gupta via BASE - Bielefeld Academic Search Engine

SPAN: A Unified Framework and Toolkit for Querying Heterogeneous Access Policies

Other
Contributors: Swati Gupta; Kristen Lefevre; Atul Prakash
Source: Self-asserted source
Swati Gupta via BASE - Bielefeld Academic Search Engine

Peer review (3 reviews for 3 publications/grants)

Review activity for Mathematical programming. (1)
Review activity for Nature human behaviour. (1)
Review activity for SIAM journal on optimization. (1)