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Oct
4

An Idea of How to Improve the Random Trees of Leo Breiman

to RE 036

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...

Sep
20

A Discrepancy-Based Design for A/B Testing Experiments

to Rettaliata Engineering Center, Room 036

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...

Sep
6

Gaussian Process Models for Large-Scale Experiments

to Rettaliata Engineering Center, Room 036

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...

Aug
30

The Challenges of Approximating Functions of Many Variables

to Rettaliata Engineering Center, Room 106

Host Department of Applied Mathematics Speaker Fred Hickernell Department of Applied Mathematics, Illinois Institute of Technology Description Function approximation is relatively simple compared to...

Apr
30

Gaussian Process Model Assisted Active Learning of Physical Laws

to Rettaliata Engineering Center, Room 103

Host Department of Applied Mathematics Speaker Jiuhai Chen Department of Applied Mathematics, Illinois Institute of Technology www.iit.edu/applied-math/about/phd-students Description PDE and ODE are...

Mar
26

A Flexible Cross-Covariance Function Based on Low-rank Model

to Rettaliata Engineering Center, Room 103

Host Department of Applied Mathematics Speaker Juan Hu Department of Mathematical Sciences, Depaul University https://csh.depaul.edu/faculty-staff/faculty-a-z/Pages/mathematical-sciences/juan-hu.aspx...

Mar
5

Neural Ordinary Differential Equations

to Rettaliata Engineering Center, Room 103

Host Department of Applied Mathematics Speaker Raphaël Cohen Department of Applied Mathematics, Illinois Institute of Technology www.iit.edu/academics/programs/data-science-mas Description We...