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1. react-cluster react-cluster Public

   Code for detecting unseen attacks

   Python 1 1

2. summarization_robustness summarization_robustness Public

   We demonstrate that near SOTA summarization models are fairly robust to different types of transformations and goal-directed perturbations.

   Python

3. interp_regularization interp_regularization Public

   A novel neural network gradient regularization scheme for adversarial robustness and interpretability.

   Python 7

4. nn_and_svm_from_scratch nn_and_svm_from_scratch Public

   Comparing results obtained on classification task between sklearn's MLPClassifier and SVC models and two-layer DNN and a SVM I wrote from scratch.

   Jupyter Notebook

5. pokec_predict_age pokec_predict_age Public

   Use natural language data from a user (of the social media website Pokec) and aggregated data describing the user's friends to predict the user's age.

   Jupyter Notebook

6. cuda_neural_net cuda_neural_net Public

   An implementation of a neural network using cuda kernels in C++ and a non-vectorized baseline neural network using only standard libraries.

   TeX