Statistics for high-dimensional testing, estimation, and machine learning for neuroscience data and connectomics

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NeuroData Workshop 2019

Check out our code of conduct here.

The weeklong workshop to be held held Aug 19-23 has three main objectives -- sharing the theory and intuition behind a myriad of powerful methods we have developed over the past ten years, showcasing the applicability of these methods on relevant problems and datasets, and helping our collaborators and community use these methods for their own work. Each day we will focus on a cohesive collection of tools with the three main objectives in mind.

Each day will be something like:

 

Time

Event

8:00am

Breakfast

9:00am

Lecture on Theory and Methods

10:20am

Coffee

10.40am

Demo/Tutorial and Code and Applications

12:00pm

Lunch

1:30pm

Hacking

3:00pm

Snacking

3:30-5:00pm

Hacking

6:30pm

Dinner

8:00pm

Fun stuff


And the following weekly schedule: 

Monday 8/19

Tuesday 8/20

Wednesday 8/21

Thursday 8/22

Friday 8/23

High dimensional hypothesis testing


https://neurodata.io/mgc

Decision forest for classification, regression and more


https://neurodata.io/rerf/

Statistical Inference on graphs

 

https://neurodata.io/graspy/

Nonlinear registration


https://neurodata.io/ndreg/

Diffusion and functional MRI connectome estimation


 https://neurodata.io/ndmg/

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