gabeerion explanation-uncertainty issues

gabeerion / explanation-uncertainty

Uncertainty estimates for various models

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Elementwise overcoverage of true beta* using GLRT method

#30 jenniferbrennan opened 3 years ago
0
Undercoverage of our bootstrapped GLRT when n is small and d is large

#29 jenniferbrennan opened 3 years ago
0
Coverage test for likelihood of beta*

#28 jenniferbrennan opened 3 years ago
3
Investigate optimization results on new multidimensional coverage notebooks

#27 gabeerion opened 3 years ago
0
GLRT attribution coverage for small NN

#26 gabeerion opened 3 years ago
0
GLRT attribution coverage on linear model

#25 gabeerion opened 3 years ago
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Comment Torch GLRT code

#24 gabeerion opened 3 years ago
0
More reading on bootstrapping the GLRT???

#23 jenniferbrennan closed 3 years ago
1
Coverage of GLRT CIs

#22 gabeerion closed 3 years ago
2
Rerun older notebooks for correspondence of analytic non-GLRT and torch-GLRT CIs on coefs and attribs

#21 gabeerion opened 3 years ago
0
Implement GLRT for multivariate B=0, test agreement of analytic and torch

#20 gabeerion opened 3 years ago
3
Check that analytic and GLRT reject B=0 at same times when B=0.1

#19 gabeerion closed 3 years ago
1
Look over LaTeX and double check/possibly implement

#18 gabeerion closed 3 years ago
0
Write up the GLRT etc etc in a Latex document

#17 jenniferbrennan closed 3 years ago
1
Check uniform histogram of p-values for analytic GLRT when B=0

#16 gabeerion closed 3 years ago
1
Easier debugging for Torch models (return boundary models to verify MSE conditions)

#15 gabeerion closed 3 years ago
1
Implement analytic GLRT test with chi-squared statistic

#14 jenniferbrennan closed 3 years ago
1
Empirical checks

#13 gabeerion closed 3 years ago
1
Separate out notebooks from code

#12 gabeerion closed 3 years ago
0
Notebook to check equivalence of torch and closed-form IG

#11 gabeerion closed 3 years ago
0
Think about analytical CIs for integrated gradients on linear models

#10 jenniferbrennan closed 3 years ago
1
Implement integrated gradients for linear models only, and get bootstrapped CI's for them

#9 jenniferbrennan closed 3 years ago
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Try all 3 CI methods with perfectly correlated features & linear model

#8 gabeerion opened 3 years ago
0
Bootstrapped confidence intervals on coefficients

#7 jenniferbrennan closed 3 years ago
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Analytic confidence intervals for coefficients of linear models

#6 jenniferbrennan closed 3 years ago
0
Add search function given a LLH threshold

#5 gabeerion closed 3 years ago
1
Add torch linear model

#4 gabeerion closed 3 years ago
1
Get threshold for log-likelihood (MSE) via bootstrapped CI's on GLRT statistic

#3 jenniferbrennan closed 3 years ago
0
Initial code todos

#2 gabeerion closed 3 years ago
0
Make data-generating code

#1 jenniferbrennan closed 3 years ago
1