Ankan Saha
5 papers · 2010–2025 · 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)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
cutting plane method
(2)
convex optimization
(2)
continuous optimization
(2)
numerical optimization
(1)
gradient estimation
(1)
finite sample error bounds
(1)
online convex optimization
(1)
sparse optimization
(1)
bandit feedback
(1)
optimization theory
(1)
rate of convergence
(1)
support vector machine
(1)
regret bound
(1)
convergence rate
(1)
lower bound
(1)
hinge loss
(1)
sampling method
(1)
nesterov accelerated gradient
(1)
low-discrepancy sequence
(1)
quadratically constrained quadratic program
(1)
Papers
AlphaPO: Reward Shape Matters for LLM Alignment
ICML 2025
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences
NeurIPS 2017
Smoothing Multivariate Performance Measures
JMLR 2012
Improved Regret Guarantees for Online Smooth Convex Optimization with Bandit Feedback
AISTATS 2011
Lower Bounds on Rate of Convergence of Cutting Plane Methods
NeurIPS 2010