matthewwicker Goto Github PK

adversarialrobustnesscertificationforbnns

Repository for IEEE Transaction on Neural Networks code

adversarialrobustnessofbnns

Public code repository for PhD Thesis "Adversarial Robustness of Bayesian Neural Networks"

bnniterativeprediction

Code for setting up and running experiments from our UAI 2021 paper

bnnreachavoid

A repository for the paper "Probabilistic Reach-Avoid for Bayesian Neural Networks"

certifiablebayesianinference

Repository for performing Certifiably Robust Bayesian inference for deep neural networks

cv

Just a repo for containing my current CV

deep-3d-obj-recognition

3D Object Recognition with Deep Networks Project for 3D Vision - ETHZ

deepbayes

Optimizers for performing approximate Bayesian inference on neural network parameters with Tensorflow and JAX

deepbayeshf

Hot fixes for those working with deepbayes before the a stable pip version comes out

deepmarketmodels

Exploring Financial Data with canonical and ML algorithms

distributionalindividualfairness

Code for DIF paper

gradientfreeattacksbnns

Code repository for the paper 'Gradient-Free Adversarial Attacks on Bayesian Neural Networks' at AABI 2021

iterativesalienceocclusion

Code Repository to check robustness of 3D Deep Learning (Volumetric and PointNet) to occlusion attacks

mnist-weights

Here is a simple repository for Keras MNIST models and their trained weights

ontherobustnessofbnns

Public repository for the paper "On the Robustness of Bayesian Neural Networks to Adversarial Attacks"

probabilisticsafetyforbnns

Probabilistic Safety for Bayesian Neural Networks

pymoltreedraw

readingcourse

A reading course focused on safety and verification of machine learning algorithms.

robustexplanationconstraintsforneuralnetworks

Initializing repo

safecv

Vision based algorithms for falsification of convolutional neural networks

simplesound

The java SimpleSound API has a very simple purpose: to make audio recording and playback more accessible to beginner and intermediate java programmers.

singlechannelstain

A jupyter notebook demonstrating how one might go about single channel stain analysis with Python 2.7 and OpenCV 3.2.0

softwareengineeringproject

Bookstore project for UGA Software Engineering course

statisticalguarenteesforbnns

Repository containing code for getting statistical guarantees on properties of BNNs