Pinned Repositories
concept_exp
code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"
ConceptBottleneck
Concept Bottleneck Models
cs3244-2010
CS3244 Machine Learning Website for Sem I AY 2020/2021
CS3244Week09data
This is the data for a task of the Week09 in-class notebook.
DeepKNN
evaluator-images
Evaluator images for programming questions
group-influence-release
heldout-influence-estimation
interpretable-image
Code for "Interpretable Image Recognition with Hierarchical Prototypes"
lambda-nbconvert
AWS lambda function to execute Jupyter notebooks
MartinStrobel's Repositories
MartinStrobel/concept_exp
code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"
MartinStrobel/ConceptBottleneck
Concept Bottleneck Models
MartinStrobel/cs3244-2010
CS3244 Machine Learning Website for Sem I AY 2020/2021
MartinStrobel/CS3244Week09data
This is the data for a task of the Week09 in-class notebook.
MartinStrobel/DeepKNN
MartinStrobel/evaluator-images
Evaluator images for programming questions
MartinStrobel/group-influence-release
MartinStrobel/heldout-influence-estimation
MartinStrobel/interpretable-image
Code for "Interpretable Image Recognition with Hierarchical Prototypes"
MartinStrobel/lambda-nbconvert
AWS lambda function to execute Jupyter notebooks
MartinStrobel/membership-inference
Code for Membership Inference Attack against Machine Learning Models (in S&P 2017)
MartinStrobel/ProtoPNet
This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).
MartinStrobel/structural-regularity
MartinStrobel/unintended-ml-bias-analysis