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1. fulifeng/Causal_Reading_Group fulifeng/Causal_Reading_Group Public

   We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

   507 78

2. MACR MACR Public

   [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System

   Python 75 20

3. CLOVER CLOVER Public

   [KDD 2022] Comprehensive Fair Meta-learned Recommender System

   Python 8 1

4. HyperGCL HyperGCL Public

   [NeurIPS 2022] "Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative" by Tianxin Wei, Yuning You, Tianlong Chen, Yang Shen, Jingrui He, Zhangyang Wang

   Python 51 5

5. awesome-distribution-shift awesome-distribution-shift Public

   A curated list of papers and resources about the distribution shift in machine learning.

   105 8

6. MLP_Fusion MLP_Fusion Public

   [ICML 2023] NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning

   Python 6 1