sattarov / FedTabDiff

Related projects: ⓘ

• sattarov / FinDiff
  Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"
  ☆23Updated last month
• muz1lee / MOTdata
  Implementation of FedBary
  ☆10Updated 2 months ago
• pfnet-research / TabCSDI
  A code for the NeurIPS 2022 Table Representation Learning Workshop paper: "Diffusion models for missing value imputation in tabular data"
  ☆41Updated 3 months ago
• tennisonliu / GOGGLE
  ☆23Updated last year
• vaseline555 / SuPerFed
  (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)
  ☆27Updated 2 months ago
• gianlucatruda / TableDiffusion
  The first differentially-private tabular diffusion model
  ☆13Updated 3 months ago
• ceh-2000 / fed_cvae
  Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.
  ☆16Updated 11 months ago
• microsoft / DPSDA
  [ICLR 2024] Generating DP Synthetic Data without Training
  ☆74Updated 5 months ago
• topolearn / topo-clustering
  Fast Topological Clustering with Wasserstein Distance (ICLR 2022)
  ☆10Updated 2 years ago
• zibinpan / FedMDFG
  ☆15Updated 6 months ago
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 2 years ago
• vanderschaarlab / DECAF
  DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
  ☆16Updated last year
• facebookresearch / where_to_begin
  Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
  ☆25Updated last year
• YihaoAng / TSGBench
  TSGBench: Time Series Generation Benchmark (VLDB'24)
  ☆25Updated 8 months ago
• facebookresearch / FL_partial_personalization
  Federated Learning with Partial Model Personalization
  ☆40Updated 2 years ago
• huaxiuyao / Wild-Time
  Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)
  ☆61Updated last year
• BaiTheBest / DRAIN
  GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"
  ☆52Updated last year
• AIoT-MLSys-Lab / FedAIoT
  [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
  ☆47Updated 3 weeks ago
• meghdadk / SCRUB
  ☆36Updated last month
• AllenBeau / pFedBayes
  Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]
  ☆47Updated 2 years ago
• mertyg / beyond-confidence-atypicality
  Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"
  ☆12Updated 4 months ago
• reds-lab / projektor
  This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (…
  ☆10Updated 10 months ago
• nv-tlabs / DP-Sinkhorn_code
  ☆11Updated 2 years ago
• royson / fedl2p
  [NeurIPS'23] FedL2P: Federated Learning to Personalize
  ☆18Updated 2 months ago
• cleverhans-lab / unrolling-sgd
  code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22
  ☆22Updated 2 years ago
• tqch / poisson-jump
  Official Implementation of Paper "Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling" (ICML 2023)
  ☆11Updated last year
• JinheonBaek / FED-PUB
  Official Code Repository for the paper - Personalized Subgraph Federated Learning (ICML 2023)
  ☆42Updated last year
• google-research / public-data-in-dpfl
  ☆21Updated last year
• wizard1203 / VHL
  ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
  ☆39Updated last year
• wyjeong / FedMatch
  This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…
  ☆78Updated 2 years ago