Swati Padmanabhan
6 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
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Taxonomy Completionist
(14)
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Keyword Pioneer
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Cross-Pollinator
(13)
Conferences
NIPS (5)
COLT (1)
Top co-authors
Keywords
convex optimization
(2)
stochastic gradient descent
(1)
non-convex optimization
(1)
semidefinite programming
(1)
numerical optimization
(1)
importance sampling
(1)
variance reduction
(1)
matrix approximation
(1)
sensitivity analysis
(1)
primal-dual algorithm
(1)
regression analysis
(1)
submodular minimization
(1)
mirror descent
(1)
cutting plane method
(1)
non-negative least squares
(1)
bilevel optimization
(1)
gradient oracle
(1)
linear constraint
(1)
lipchitz function
(1)
first-order method
(1)
Papers
First-Order Methods for Linearly Constrained Bilevel Optimization
NIPS 2024
Computing Approximate $\ell_p$ Sensitivities
NIPS 2023
A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data
NIPS 2022
A gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensions
NIPS 2022
Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
NIPS 2022
An $\widetilde\mathcal{O}(m/\varepsilon^3.5)$-Cost Algorithm for Semidefinite Programs with Diagonal Constraints
COLT 2020