Swati Gupta
7 papers · 2008–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (17) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
ICML (1)
IJCNLP (1)
JMLR (1)
Top co-authors
Keywords
online learning
(2)
linear convergence
(2)
submodular optimization
(2)
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)
fairness in hindsight
(1)
Papers
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning
ICML 2025
Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes
NIPS 2021
Individual Fairness in Hindsight
JMLR 2021
Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization
NIPS 2020
Group-Fair Online Allocation in Continuous Time
NIPS 2020
Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives
NIPS 2018
POLLy: A Conversational System that uses a Shared Representation to Generate Action and Social Language
IJCNLP 2008