SeyoungKimLab / DMGPLinks
Official Implementation of "Doubly Mixed-Effects Gaussian Process Regression" (Jun Ho Yoon, Daniel P. Jeong, Seyoung Kim) (AISTATS 2022, Oral)
☆12Updated 2 years ago
Alternatives and similar repositories for DMGP
Users that are interested in DMGP are comparing it to the libraries listed below
Sorting:
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆12Updated 3 years ago
- Codebase for "Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions", ICML 2020.☆8Updated 4 years ago
- Repository for Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification (NeurIPS 2024)☆43Updated 7 months ago
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆22Updated 3 years ago
- ☆61Updated 4 years ago
- ☆14Updated 6 years ago
- An encoder-decoder framework for learning from incomplete data☆45Updated 2 years ago
- ☆10Updated 3 years ago
- CEVAE with VampPrior☆11Updated 6 years ago
- ☆8Updated 5 years ago
- ☆10Updated 3 years ago
- General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.☆38Updated 3 years ago
- Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR☆62Updated 5 years ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆47Updated 2 years ago
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆74Updated 8 months ago
- Code for `BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery`, Neurips 2021☆26Updated 3 years ago
- ☆32Updated 7 years ago
- 🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0☆26Updated last year
- ☆15Updated 2 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆41Updated 2 years ago
- Vector Quantile Regression☆20Updated 3 months ago
- Implementation of the MIWAE method for deep generative modelling of incomplete data sets.☆41Updated last year
- Discovering directional relations via minimum predictive information regularization☆24Updated 5 years ago
- Uncertainty in Conditional Average Treatment Effect Estimation☆33Updated 4 years ago
- ☆17Updated last year
- Official Repository of "Graph Mixture Density Networks" (ICML 2021)☆26Updated 2 years ago
- ☆22Updated 3 years ago
- Code for: "Neural Controlled Differential Equations for Online Prediction Tasks"☆38Updated 2 years ago
- ☆91Updated 2 years ago
- ☆40Updated 6 years ago