Pinned Repositories
Awesome-Coreset-Selection
Awesome coreset/core-set/subset/sample selection works.
awesome-single-cell
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
contrastive_vae
Contrastive Variational Autoencoders
dataoob
Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)
DataShapley
Data Shapley: Equitable Valuation of Data for Machine Learning
DisPred
Code for running DisPred algorithm
DistributionalShapley
Distributional Shapley: A Distributional Framework for Data Valuation
dlaicourse
Notebooks for learning deep learning
fast_dist_shapley
Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)
Federated-Learning
An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
liasktao's Repositories
liasktao/Awesome-Coreset-Selection
Awesome coreset/core-set/subset/sample selection works.
liasktao/DataShapley
Data Shapley: Equitable Valuation of Data for Machine Learning
liasktao/DistributionalShapley
Distributional Shapley: A Distributional Framework for Data Valuation
liasktao/TKNN-Shapley
Official Codebase for "Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation" (NeurIPS 2023 Spotlight)
liasktao/gini
Calculate the Gini coefficient of a numpy array.
liasktao/scShift
liasktao/fast_dist_shapley
Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)
liasktao/DisPred
Code for running DisPred algorithm
liasktao/awesome-single-cell
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
liasktao/dataoob
Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)
liasktao/TimesNet
About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pdf?id=ju_Uqw384Oq
liasktao/Sphetcher
Sketching single-cell transcriptomic heterogeneity
liasktao/Federated-Learning
An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
liasktao/dlaicourse
Notebooks for learning deep learning
liasktao/KNN-PVLDB
Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"
liasktao/Tensorflow-in-Practice-Specialization
Tensorflow-in-Practice-Specialization
liasktao/contrastive_vae
Contrastive Variational Autoencoders