Researcher profile
S. V. N. Vishwanathan
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Totally Corrective Boosting with Cardinality Penalization
2015 · arXiv (Cornell University)
We propose a totally corrective boosting algorithm with explicit cardinality regularization. The resulting combinatorial optimization problems are not known to be efficiently solvable with existing classical methods, but emerging quantum optimization technology gives hope for …
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Online Learning of Combinatorial Objects via Extended Formulation
2016 · arXiv (Cornell University)
The standard techniques for online learning of combinatorial objects perform multiplicative updates followed by projections into the convex hull of all the objects. However, this methodology can be expensive if the convex hull contains many …