Quasi-Monte Carlo Software
Speaker: Fred Hickernell, professor of mathematics, Illinois Institute of Technology Description: Quasi-Monte Carlo (QMC) methods achieve substantial efficiency gains by replacing independent and...
Speaker: Fred Hickernell, professor of mathematics, Illinois Institute of Technology Description: Quasi-Monte Carlo (QMC) methods achieve substantial efficiency gains by replacing independent and...
Speaker: Hadis Anahideh, Research Assistant Professor of Mechanical and Industrial Engineering, UIC Description: imited informative data remains the primary challenge for optimization the expensive...
Speaker: Jiuhai Chen, Ph.D. candidate (AMAT) Illinois Tech Description: In this work, we present a new particle-based VI methods for Bayesian inference, inspired by a discrete energetic variational...
Speaker: Lulu Kang, associate professor of Applied Mathematics, Illinois Tech Description: A/B testing refers to the statistical procedure of conducting an experiment to compare two treatments applied...
Speaker: Jagadeeswaran Rathinavel, Illinois Tech Ph.D. candidate (AMAT) Description: Automatic cubatures approximate integrals to user-specified error tolerances. For high dimensional problems, it is...
Speaker: Romà Domènech Masana, Illinois Tech Ph.D. candidate (AMAT) Description: The idea focuses on making more complex splits. A Random Tree is grown by several steps. A Random Tree needs a dataset...
Speaker: Kan Zhang, Illinois Tech Ph.D. candidate (AMAT) Description: Computing the expected value of a parameter via Bayesian inference involves the numerical approximation of the quotient of two...
Host Department of Applied Mathematics Speaker Yiou Li Department of Mathematical Sciences, Depaul University https://csh.depaul.edu/faculty-staff/faculty-a-z/Pages/mathematical-sciences/yiou-li.aspx...
Host Department of Applied Mathematics Speaker Lulu Kang Department of Applied Mathematics, Illinois Institute of Technology http://math.iit.edu/~lkang2/ Description Gaussian process regression is a...
Host Department of Applied Mathematics Speaker Fred Hickernell Department of Applied Mathematics, Illinois Institute of Technology http://mypages.iit.edu/~hickernell/ Description Function...