Search Results for author: Yao Pan

Found 2 papers, 1 papers with code

ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications

no code implementations ICML 2020 Kinjal Basu, Amol Ghoting, Rahul Mazumder, Yao Pan

Experiments on real-world data show that our proposed LP solver, ECLIPSE, can solve problems with $10^{12}$ decision variables -- well beyond the capabilities of current solvers.

Efficient Vertex-Oriented Polytopic Projection for Web-scale Applications

1 code implementation9 Mar 2021 Rohan Ramanath, S. Sathiya Keerthi, Yao Pan, Konstantin Salomatin, Kinjal Basu

We develop an intuition guided by theoretical and empirical analysis to show that when these instances follow certain structures, a large majority of the projections lie on vertices of the polytopes.

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