Pinned

1. infinite_ae_cf infinite_ae_cf Public

   [ NeurIPS '22 ] ∞-AE model's implementation in JAX. Kernel-only method outperforms complicated SoTA models with a closed-form solution and a single hyper-parameter.

   Python 52 7

2. distill_cf distill_cf Public

   [ NeurIPS '22 ] Data distillation for recommender systems. Shows equivalent performance with 2-3 orders less data.

   Python 22 2

3. sampling_cf sampling_cf Public

   [ WSDM '22 ] On Sampling Collaborative Filtering Datasets

   Python 20 2

4. reviews4rec reviews4rec Public

   [ SIGIR '20 ] How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements

   Python 54 10

5. LearningWithDeficientSupport LearningWithDeficientSupport Public

   [ KDD '20 ] Off-policy Bandits with Deficient Support

   Python 7

6. svae_cf svae_cf Public

   [ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering

   Jupyter Notebook 41 12