Swati Gupta
7 papers · 2008–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Full
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
linear convergence
(2)
online learning
(2)
submodular optimization
(2)
computational efficiency
(1)
resource allocation
(1)
mirror descent
(1)
cutting plane method
(1)
constrained minimization
(1)
continuous time
(1)
regret bound
(1)
contextual bandit
(1)
sublinear regret
(1)
group fairness
(1)
fair allocation
(1)
utility maximization
(1)
contextual decision-making
(1)
frank-wolfe method
(1)
frank-wolfe algorithm
(1)
individual fairness
(1)
bregman projection
(1)
Papers
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning
ICML 2025
Individual Fairness in Hindsight
JMLR 2021
Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes
NeurIPS 2021
Group-Fair Online Allocation in Continuous Time
NeurIPS 2020
Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization
NeurIPS 2020
Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives
NeurIPS 2018
POLLy: A Conversational System that uses a Shared Representation to Generate Action and Social Language
IJCNLP 2008