Search for tag: "artistic techniques"
ORIE Colloquium, 2015-01-16 - Daniel Russo: Learning to OptimizeThe information revolution is spawning systems that require very frequent decisions and provide high volumes of data concerning past outcomes. Fueling the design of algorithms used in such systems is…
From E. Cornelius
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ORIE Colloquium on 3/26/2014 - Stefanie Jegelka: Efficient Learning with Combinatorial StructureWednesday, March 26, 2014 at 3:00pm Frank H. T. Rhodes Hall, 253 ORIE Colloquium: Stefanie Jegelka (UC Berkeley) - Efficient learning with combinatorial structure Learning from complex data such…
From E. Cornelius
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CAM Colloquium - Raghu Pasupathy: Adaptive Sampling for Stochastic RecursionsFor roughly six decades since the seminal paper of Robbins and Monro (1951), Stochastic Approximation has dominated the landscape of algorithms for solving root finding and optimization problems with…
From E. Cornelius
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ORIE Colloquium on 3/25/2013 - Marina A. Epelman: A Column Generation-Based Algorithm for Volumetric Modulated Arc Therapy (VMAT) Treatment Plan OptimizationORIE Colloquium: Marina A. Epelman (Michigan) - A Column Generation-Based Algorithm for Volumetric Modulated Arc Therapy (VMAT) Treatment Plan Optimization Tuesday, March 5, 2013 at 3:00pm Frank H.…
From E. Cornelius
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ORIE Colloquium on 2/17/2012 - Dawn Woodard: Efficiency of Markov Chain Methods in Bayesian StatisticsTuesday, April 17 at 4:15pm Frank H.T. Rhodes Hall, 253 We analyze the efficiency of particular Markov chain methods used in Bayesian statistics, giving some of the first meaningful bounds on the…
From E. Cornelius
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ORIE Colloquium on 11/29/2011 - John Birge: Monte Carlo and Bayesian Methods for Stochastic Dynamic ProgramsStandard approaches to solving stochastic dynamic programs suffer from the curse of dimensionality. Taking advantage of structural properties such as convexity can help reduce the effect of dimension…
From E. Cornelius
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