watml

Pinned Repositories

CS794
Optimization for Data Science
Language:Jupyter Notebook2 3 00
fast-wasserstein-adversarial
Implementation of Wasserstein adversarial attacks.
Language:Python22 5 19
Fed-MGDA
Language:Python21 1 01
Grad-bilinear
Code for ICLR 2020.
Language:Python20
guide
some guides/memos/utils for everyone
Language:TeX20
min-max-2nd-order
Language:Python30
ood
out-of-distribution detection using flow models
Language:Python21
robust-gan
Training GANs under contamination
Language:Python2 2 01
TGDA-Attack
Official Implementation of the TGDA attack in our TMLR paper: Indiscriminate Data Poisoning Attacks on Neural Networks (https://openreview.net/pdf?id=x4hmIsWu7e)
Language:Python41
weighted-Banzhaf
model / data attribution methods
Language:Python3 2 00

watml's Repositories

watml/fast-wasserstein-adversarial
Implementation of Wasserstein adversarial attacks.
Language:Python22 5 19
watml/Fed-MGDA
Language:Python21 1 01
watml/TGDA-Attack
Official Implementation of the TGDA attack in our TMLR paper: Indiscriminate Data Poisoning Attacks on Neural Networks (https://openreview.net/pdf?id=x4hmIsWu7e)
Language:Python41
watml/min-max-2nd-order
Language:Python30
watml/weighted-Banzhaf
model / data attribution methods
Language:Python3 2 00
watml/CS794
Optimization for Data Science
Language:Jupyter Notebook2 3 00
watml/Grad-bilinear
Code for ICLR 2020.
Language:Python20
watml/guide
some guides/memos/utils for everyone
Language:TeX20
watml/ood
out-of-distribution detection using flow models
Language:Python21
watml/robust-gan
Training GANs under contamination
Language:Python2 2 01
watml/CS886
Causal Inference in Machine Learning
Language:TeX1 2 024
watml/disguised_copyright_infringement
Language:Jupyter Notebook1 0 00
watml/fastpvalue
Fast probabilistic value estimation
Language:Python1
watml/plim
poisoning limit
Language:Jupyter Notebook1 1 0
watml/rob-margin
Language:Python00
watml/tex
Language:TeX0 1 01
watml/CS480_assignments_imgs