terranceliu / rap-rank-reconstruction

Related projects: ⓘ

• nalzok / test-time-label-shift
  Test-Time Label-Shift Adaptation
  ☆12Updated last year
• p-lambda / in-n-out
  Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"
  ☆12Updated 2 years ago
• anndvision / quince
  Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding
  ☆21Updated last year
• rxian / fair-classification
  Post-processing for fair classification
  ☆11Updated last month
• socialfoundations / error-parity
  Achieve error-rate fairness between societal groups for any score-based classifier.
  ☆16Updated 4 months ago
• edebrouwer / cfqp
  Deep Counterfactual Prediction with Categorical Backward Variables
  ☆12Updated last year
• yangarbiter / rare-spurious-correlation
  Understanding Rare Spurious Correlations in Neural Network
  ☆11Updated 2 years ago
• google-deepmind / wasserstein_fairness
  An implementation of Wasserstein Fair Classification, a conference paper submitted to UAI 2019.
  ☆21Updated 4 years ago
• csinva / mdl-complexity
  MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
  ☆17Updated last year
• Networks-Learning / strategic-decisions
  Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.
  ☆26Updated 6 months ago
• charmlab / recourse
  Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831
  ☆34Updated last year
• jcperdomo / performative-prediction
  ☆27Updated 2 years ago
• OATML / causal-bald
  ☆14Updated 8 months ago
• yuachen / CausalDA
  Code to reproduce the numerical experiments in the paper Domain adaptation under structural causal models by Yuansi Chen and Peter Bühlma…
  ☆18Updated 3 years ago
• vveitch / causal-text-embeddings-tf2
  Tensorflow 2 implementation of Causal-BERT
  ☆68Updated 10 months ago
• jvendrow / GuidedNMF
  [Paper] Repository for the paper "On a Guided Nonnegative matrix factorization," published in IEEE ICASSP 2021.
  ☆10Updated 2 years ago
• GitHubLuCheng / LTEE
  Implementation of paper Long-Term Effect Estimation with Surrogate Representation
  ☆12Updated 3 years ago
• google-deepmind / informed_adversary_mnist_reconstruction
  ☆16Updated 2 years ago
• facebookresearch / svinfer
  The FORT team has released differentially private Condor data to external researchers in H1 2020. It is known that analyzing DP data via …
  ☆11Updated 6 months ago
• ProgBelarus / MultiValidPrediction
  ☆13Updated 2 years ago
• JonathanCrabbe / Label-Free-XAI
  This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For m…
  ☆22Updated 2 years ago
• neildhir / DCBO
  Dynamic causal Bayesian optimisation
  ☆32Updated last year
• nv-tlabs / DP-Sinkhorn_code
  ☆11Updated 2 years ago
• mingzhang-yin / CoCo
  An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages th…
  ☆13Updated 2 months ago
• facebookresearch / bounding_data_reconstruction
  Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".
  ☆10Updated last year
• aangelopoulos / private_prediction_sets
  Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.
  ☆17Updated 6 months ago
• steven7woo / fair_regression_reduction
  General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.
  ☆14Updated 4 years ago
• XanderJC / medkit-learn
  The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk…
  ☆27Updated 2 years ago
• tomlinsonk / choice-set-opt
  Code accompanying our ICML 2020 paper on choice set optimization in group decision-making.
  ☆11Updated 4 years ago
• vanderschaarlab / evaluating-generative-models
  ☆28Updated last year