Jiachen-T-Wang
PhD student @ Princeton, interested in Data-centric Machine Learning
Princeton UniversityCambridge, MA
Pinned Repositories
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
mi-defense
Improving Robustness to Model Inversion Attacks via Mutual Information Regularization (AAAI 2021)
nnstack
Implementation of Neural Stack architecture
riga
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)
Jiachen-T-Wang's Repositories
Jiachen-T-Wang/dirichlet-priornet
Paper Reproduce for "Predictive Uncertainty Estimation via Prior Networks" by Andrey Malinin and Mark Gales.
Jiachen-T-Wang/data-banzhaf
Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)
Jiachen-T-Wang/mi-defense
Improving Robustness to Model Inversion Attacks via Mutual Information Regularization (AAAI 2021)
Jiachen-T-Wang/TKNN-Shapley
Official Codebase for "Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation" (NeurIPS 2023 Spotlight)
Jiachen-T-Wang/riga
Jiachen-T-Wang/Chamber-Crawler-3000
Tower of the Sorcerer
Jiachen-T-Wang/fastDP
👁Large-Scale Distributed Private Learning with DPSGD
Jiachen-T-Wang/softlabel-knnsv
Official repo for the technical note: A Note on "Efficient task-specific data valuation for nearest neighbor algorithms"
Jiachen-T-Wang/nnstack
Implementation of Neural Stack architecture
Jiachen-T-Wang/DeepSets
Jiachen-T-Wang/Jiachen-T-Wang
Jiachen-T-Wang/kd-tree-cpp
Implementation of KD Tree algorithm in C++
Jiachen-T-Wang/kmp-cpp
Jiachen-T-Wang/robustbench
RobustBench: a standardized adversarial robustness benchmark [arXiv, Oct 2020]
Jiachen-T-Wang/scipy
Scipy library main repository
Jiachen-T-Wang/simp
A Racket implementation of compiler for SIMP
Jiachen-T-Wang/uda_release
Unsupervised Domain Adaptation through Self-Supervision