Pinned Repositories
libact
Pool-based active learning in Python
audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
adversarial-nonparametrics
Robustness for Non-Parametric Classification: A Generic Attack and Defense
dp-dg
What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning
interpretable-robust-trees
Connecting Interpretability and Robustness in Decision Trees through Separation
logistic_regression_newton-cg
multilabel-learn
multilabel-learn: Multilabel-Classification Algorithms
ntu-ctf-2014fall
rare-spurious-correlation
Understanding Rare Spurious Correlations in Neural Network
robust-local-lipschitz
A Closer Look at Accuracy vs. Robustness
yangarbiter's Repositories
yangarbiter/multilabel-learn
multilabel-learn: Multilabel-Classification Algorithms
yangarbiter/commaai-speed-challenge
https://github.com/commaai/speedchallenge
yangarbiter/scikit-learn
scikit-learn: machine learning in Python
yangarbiter/autovar_master
yangarbiter/blindguess
yangarbiter/chrome-speaker
yangarbiter/cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
yangarbiter/disentangling-robustness-generalization
CVPR'19 experiments with (on-manifold) adversarial examples.
yangarbiter/feagen
A fast and memory-efficient Python feature generating framework for machine learning.
yangarbiter/gdrive
Google Drive CLI Client
yangarbiter/gdrive-cli-builder
Build GDrive CLI (https://github.com/gdrive-org/gdrive) with your own credentials using GitHub Actions
yangarbiter/gitignore
A collection of useful .gitignore templates
yangarbiter/gradesource-uploader-js
yangarbiter/homework
Imitation Learning Homework 1
yangarbiter/jupyter-feagen
yangarbiter/kaggle-cli
An unofficial Kaggle command line tool.
yangarbiter/latex_template
Template repository for my latex documents
yangarbiter/MultiRobustness
Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019
yangarbiter/NDP
NDP datacenter stack
yangarbiter/openpilot
open source driving agent
yangarbiter/python
Official Python client library for kubernetes
yangarbiter/python-features
yangarbiter/region-based-attack
yangarbiter/relay-examples
A collection of sample Relay applications
yangarbiter/RobustTrees
[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
yangarbiter/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
yangarbiter/sklearn-oblique-tree
a python interface to OC1 and other oblique decision tree implementations
yangarbiter/toolbox
yangarbiter/TRADES
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
yangarbiter/treeVerification
H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contribution)