Raman Sankaran
4 papers · 2015–2020 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Keywords
convex optimization
(2)
proximal operator
(2)
variable selection
(1)
semidefinite programming
(1)
primal-dual optimization
(1)
pac learning
(1)
graph embedding
(1)
spectral regularization
(1)
resource allocation
(1)
spectral norm
(1)
structured sparsity
(1)
multi-armed bandit
(1)
combinatorial bandit
(1)
submodular function
(1)
semidefinite program
(1)
proximal method
(1)
model consistency
(1)
orthonormal representation
(1)
group identification
(1)
spectral norm regularization
(1)
Papers
Learning With Subquadratic Regularization : A Primal-Dual Approach
IJCAI 2020
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback
NeurIPS 2019
Identifying Groups of Strongly Correlated Variables through Smoothed Ordered Weighted L_1-norms
AISTATS 2017
Spectral Norm Regularization of Orthonormal Representations for Graph Transduction
NeurIPS 2015