Pinned Repositories
iclr20-locally-constant-nets
"Oblique Decision Trees from Derivatives of ReLU Networks" (ICLR 2020, previously called "Locally Constant Networks")
neurips19-certificates-of-robustness
"Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach to Robustness for Randomly Smoothed Classifiers")
iclr19-robust-locally-linear-nets
"Towards Robust, Locally Linear Deep Networks" (ICLR 2019)
guanghelee.github.io
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
guanghelee's Repositories
guanghelee/guanghelee.github.io
guanghelee/iclr20-locally-constant-nets
"Oblique Decision Trees from Derivatives of ReLU Networks" (ICLR 2020, previously called "Locally Constant Networks")
guanghelee/neurips19-certificates-of-robustness
"Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach to Robustness for Randomly Smoothed Classifiers")
guanghelee/iclr19-robust-locally-linear-nets
"Towards Robust, Locally Linear Deep Networks" (ICLR 2019)