Solosneros

Pinned Repositories

• gpyreg

  Lightweight Gaussian process regression package in Python.

  Language:Python2410

• pyvbmc

  PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python

  Language:Python1135126

• dp-few-shot

  Code for: "On the Efficacy of Differentially Private Few-shot Image Classification" published in TMLR 12/2023.

  Language:Python71001

• corner.py

  Make some beautiful corner plots

  Language:Python51318115228

• individual-accounting-gdp

  Code for the Individual Privacy Accounting with Gaussian Differential Privacy paper (ICLR2023).

  Language:Python1600

• opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook0000

• Towards-Efficient-Scalable-Training-DP-DL

  This repository contains the code to reproduce the experiments carried out in Towards Efficient and Scalable Training of Differentially Private Deep Learning.

  Language:Python00

• prv_accountant

  A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.

  Language:Python648710

• opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook1.7k45293335

• PFL-DocVQA-Competition

  Language:Python19224

Solosneros's Repositories