Venkatesh Natarajan

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For a graph (<i>V, E</i>), existing compact linear formulations for the minimum cut problem require &Theta;(|<i>V</i>||<i>E</i>|) variables and constraints and can be interpreted as a composition of |<i>V</i>|--1 polyhedra for minimum <i>s-t</i> cuts in much the same way as early approaches to finding globally minimum cuts relied on |<i>V</i>|--1 calls to a(More)
Keywords: Data-based modeling Elastic net Lasso Monte Carlo methods Biopharmaceutical manufacturing Regularization methods a b s t r a c t Biopharmaceutical manufacturing involves multiple process steps that can be challenging to model. Oftentimes, operating conditions are studied in bench-scale experiments and then fixed to specific values during(More)
  • Maxim Bichuch, Steven Shreve, Dmitry Kramkov, Kasper Larsen, Emilio Osambela, Robert Aguirre +11 others
  • 2011
Acknowledgments There are many people that must be thanked for helping me get to where I am today. I am the most grateful to my adviser Steve Shreve, for the numerous hours of discussions, answers and encouragement. He has taught me more about mathematics and how to think like a mathematician, than anyone else. My thesis committee: Dmitry Kramkov, Kasper(More)
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