Search for tag: "optimization algorithms and methods"

ORIE Colloquium, 3/18/2020 - Ashia Wilson

“Variational Perspectives on Machine Learning: Algorithms, Inference, and Fairness”Machine learning plays a key role in shaping the decisions made by a growing number of institutions.…

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ORIE 9000 Colloquium - Madeleine Udell: Generalized Low Rank Models

Principal components analysis (PCA) is a well-known technique for approximating a data set represented by a matrix by a low rank matrix. Here, we extend the idea of PCA to handle arbitrary data sets…

From  E. Cornelius 5 plays

ORIE Colloquium on 1/29/2015 - Jason Lee: Selective Inference via the Condition on Selection Framework: Applications to Inference After Variable Selection

Selective Inference is the problem of testing hypotheses that are chosen or suggested by the data. Inference after variable selection in high-dimensional linear regression is a common example of…

From  E. Cornelius 5 plays

ORIE Colloquium on 3/25/2014 - Rob Freund: A First-Order View of Some Boosting Methods: Computational Guarantees and Connections to Regularization

Tuesday, March 25, 2014 at 4:15pm Frank H. T. Rhodes Hall, 253 ORIE Colloquium: Rob Freund (MIT) - A First-Order View of Some Boosting Methods: Computational Guarantees and Connections to…

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ORIE Colloquium on 5/6/2014 - Alexander Sasha Rakhlin: Learning and Estimation: Separated at Birth, Reunited at Last

Tuesday, May 6, 2014 at 4:15 PM [.ics] 253 Rhodes Hall Alexander (Sasha) Rakhlin Assistant Professor, Department of Statistics Secondary appointment: Department of Computer & Information…

From  E. Cornelius 43 plays

ORIE Colloquium, 2013-06-27 - Andrea Lodi: Mixed-Integer Programming Solvers: From Where to Where

ORIE Colloquium: Andrea Lodi (University of Bologna) - Mixed-Integer Programming Solvers: From Where to Where Thursday, June 27, 2013 at 12:30pm Frank H. T. Rhodes Hall, 253 The first fifty (five)…

From  E. Cornelius 10 plays

ORIE Colloquium on 2/8/2013 - Amitabh Basu: Mixed Integer Optimization : A Solution Methodology

ORIE Colloquium: Amitabh Basu (UC Davis) - Mixed Integer Optimization : A Solution Methodology Friday, February 8, 2013 at 2:30pm Frank H. T. Rhodes Hall, 253 Mixed Integer Programming has emerged…

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ORIE Colloquium on 2/17/2012 - Dawn Woodard: Efficiency of Markov Chain Methods in Bayesian Statistics

Tuesday, 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…

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CAM Colloquium September 28, 2012

Soumydip Ghosh Business Analytics and Math Sciences IBM TJ Watson Research Center Friday, September 28, 2012 An Applied Mathematics Perspective on the Smart Grid The energy infrastructure faces…

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ORIE Colloquium on 10/18/2011 - Sheldon Jacobson: Balance Optimization Subset Selection - An Alternative Approach for Causal Inference with Observational Data

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CAM Colloquium, 2014-09-26 - Huseyin Topologlu: Revenue Management under Markov Chain Choice Model

From  E. Cornelius 18 plays