Vaneet Aggarwal
PulseAugur coverage of Vaneet Aggarwal — every cluster mentioning Vaneet Aggarwal across labs, papers, and developer communities, ranked by signal.
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New research tackles non-monotone k-submodular maximization
A new research paper by Vaneet Aggarwal introduces a novel approach to non-monotone k-submodular maximization. The study focuses on optimizing functions where elements can be assigned one of k labels or left unselected,…
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New optimization framework generalizes concavity and DR-submodularity
This paper introduces a new framework called upper-linearizable/quadratizable functions, which generalizes concepts like concavity and DR-submodularity. The authors developed a meta-algorithm that can convert existing a…
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New resilience framework tackles bi-criteria optimization with noisy feedback
Researchers have developed a new framework to address bi-criteria combinatorial optimization problems when faced with noisy function evaluations and bandit feedback. This framework introduces a concept of $(\alpha,\beta…