felixwzh / MT-GBDT
Multi-task gradient boosting decision tree
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MT-GBDT
- Causal Effect Inference for Structured Treatments (SIN) (NeurIPS 2021)☆42Updated 2 years ago
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Updated last year
- Fast graph-regularized matrix factorization☆20Updated last year
- Accelerated Confergence for Counterfactual Learning to Rank☆16Updated 2 years ago
- ☆17Updated 4 years ago
- Tutorial on Multi-Objective Recommender Systems @ KDD 2021☆19Updated last year
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆21Updated last year
- LibCP -- A Library for Conformal Prediction☆11Updated 9 years ago
- ☆22Updated 3 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Updated 2 years ago
- TF-Tile: an efficient sparse representation for real-valued data☆13Updated last year
- Source code for our paper "Joint Policy-Value Learning for Recommendation" published at KDD 2020.☆22Updated last year
- ☆12Updated 2 years ago
- Using Bayesian inference to mine rule sets☆10Updated 4 years ago
- ☆26Updated 3 years ago
- ☆29Updated 6 years ago
- Source code for Noise-Contrastive Estimation for Multivariate Point Processes (NeurIPS 2020).☆15Updated 4 years ago
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆21Updated last year
- Code for "Learning Deep Features in Instrumental Variable Regression" (https://arxiv.org/abs/2010.07154)☆14Updated 2 months ago
- Implementation of importance sampling, direct, and hybrid methods for off-policy evaluation.☆14Updated 4 years ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆12Updated 4 years ago
- Tutorial for Multi-Stakeholder Recommender Systems☆22Updated 3 years ago
- (ICML2022) Off-Policy Evaluation for Large Action Spaces via Embeddings☆20Updated 2 years ago
- Off-policy Learning in Two-stage Recommender Systems. https://dl.acm.org/doi/pdf/10.1145/3366423.3380130☆28Updated 4 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Updated 2 years ago
- Causal inference for recommendation☆23Updated 5 years ago
- CEVAE with VampPrior☆11Updated 6 years ago
- Python library for training a covariate shift estimator☆13Updated 5 years ago
- Source code of the neural Hawkes particle smoothing (ICML 2019)☆42Updated 5 years ago
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆55Updated last year