Search for tag: "optimization algorithms and methods"

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ORIE Colloquium, 3/18/2020 - Ashia Wilson duration 54 minutes 48 seconds ORIE Colloquium, 3/18/2020 - Ashia Wilson ORIE Colloquium, 3/18/2020 - Ashia Wilson	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.… numerical analysis +65 More From E. Cornelius 181 plays
ORIE 9000 Colloquium - Madeleine Udell:… duration 1 hour 5 minutes ORIE 9000 Colloquium - Madeleine Udell:… ORIE 9000 Colloquium - Madeleine Udell: Generalized Low Rank Models	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… optimization algorithms and methods +79 More From E. Cornelius 7 plays
ORIE Colloquium on 1/29/2015 - Jason Lee:… duration 1 hour 0 minutes ORIE Colloquium on 1/29/2015 - Jason Lee:… ORIE Colloquium on 1/29/2015 - Jason Lee: Selective Inference via the Condition on Selection Framework: Applications to Inference After Variable Selection	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… estimation theory +78 More From E. Cornelius 10 plays
ORIE Colloquium on 3/25/2014 - Rob Freund: A… duration 1 hour 12 minutes ORIE Colloquium on 3/25/2014 - Rob Freund: A… ORIE Colloquium on 3/25/2014 - Rob Freund: A First-Order View of Some Boosting Methods: Computational Guarantees and Connections to Regularization	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… algorithms +85 More From E. Cornelius 31 plays
ORIE Colloquium on 5/6/2014 - Alexander Sasha… duration 1 hour 8 minutes ORIE Colloquium on 5/6/2014 - Alexander Sasha… ORIE Colloquium on 5/6/2014 - Alexander Sasha Rakhlin: Learning and Estimation: Separated at Birth, Reunited at Last	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… thing +64 More From E. Cornelius 46 plays
ORIE Colloquium, 2013-06-27 - Andrea Lodi:… duration 1 hour 12 minutes ORIE Colloquium, 2013-06-27 - Andrea Lodi:… ORIE Colloquium, 2013-06-27 - Andrea Lodi: Mixed-Integer Programming Solvers: From Where to Where	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)… internet search engines +56 More From E. Cornelius 10 plays
ORIE Colloquium on 2/8/2013 - Amitabh Basu: Mixed… duration 1 hour 0 minutes ORIE Colloquium on 2/8/2013 - Amitabh Basu: Mixed… ORIE Colloquium on 2/8/2013 - Amitabh Basu: Mixed Integer Optimization : A Solution Methodology	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… problem +71 More From E. Cornelius 12 plays
ORIE Colloquium on 2/17/2012 - Dawn Woodard:… duration 58 minutes 24 seconds ORIE Colloquium on 2/17/2012 - Dawn Woodard:… ORIE Colloquium on 2/17/2012 - Dawn Woodard: Efficiency of Markov Chain Methods in Bayesian Statistics	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… central nervous system +108 More From E. Cornelius 5 plays
CAM Colloquium September 28, 2012 duration 1 hour 29 minutes CAM Colloquium September 28, 2012 CAM Colloquium September 28, 2012	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… decentralization +81 More From E. Cornelius 5 plays
ORIE Colloquium on 10/18/2011 - Sheldon Jacobson:… duration 58 minutes 31 seconds ORIE Colloquium on 10/18/2011 - Sheldon Jacobson:… ORIE Colloquium on 10/18/2011 - Sheldon Jacobson: Balance Optimization Subset Selection - An Alternative Approach for Causal Inference with Observational Data	ORIE Colloquium on 10/18/2011 - Sheldon Jacobson: Balance Optimization Subset Selection - An Alternative Approach for Causal Inference with Observational Data experimental psychology +133 More From E. Cornelius 21 plays
CAM Colloquium, 2014-09-26 - Huseyin Topologlu:… duration 1 hour 1 minute CAM Colloquium, 2014-09-26 - Huseyin Topologlu:… CAM Colloquium, 2014-09-26 - Huseyin Topologlu: Revenue Management under Markov Chain Choice Model	CAM Colloquium, 2014-09-26 - Huseyin Topologlu: Revenue Management under Markov Chain Choice Model problem +81 More From E. Cornelius 22 plays