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chamber-crawler-3000

Tower of the Sorcerer

data-banzhaf

Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)

deepsets

dirichlet-priornet

Paper Reproduce for "Predictive Uncertainty Estimation via Prior Networks" by Andrey Malinin and Mark Gales.

fastdp

👁Large-Scale Distributed Private Learning with DPSGD

jiachen-t-wang

kd-tree-cpp

Implementation of KD Tree algorithm in C++

kmp-cpp

mi-defense

Improving Robustness to Model Inversion Attacks via Mutual Information Regularization (AAAI 2021)

nnstack

Implementation of Neural Stack architecture

riga

robustbench

RobustBench: a standardized adversarial robustness benchmark [arXiv, Oct 2020]

scipy

Scipy library main repository

simp

A Racket implementation of compiler for SIMP

softlabel-knnsv

Official repo for the technical note: A Note on "Efficient task-specific data valuation for nearest neighbor algorithms"

tknn-shapley

Official Codebase for "Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation" (NeurIPS 2023 Spotlight)

uda_release

Unsupervised Domain Adaptation through Self-Supervision