Implementation of paper Long-Term Effect Estimation with Surrogate Representation
☆14Oct 20, 2020Updated 5 years ago
Alternatives and similar repositories for LTEE
Users that are interested in LTEE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for NeurIPS 2021 paper: "Invariant Causal Imitation Learning for Generalizable Policies" by I. Bica, D. Jarrett, M. van der Schaar☆28Mar 3, 2022Updated 4 years ago
- ☆59Mar 24, 2022Updated 3 years ago
- ☆40Dec 11, 2018Updated 7 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 2 years ago
- JORA: JAX Tensor-Parallel LoRA Library (ACL 2024)☆35Apr 25, 2024Updated last year
- ☆11Jul 13, 2018Updated 7 years ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple trea…☆11Mar 9, 2023Updated 3 years ago
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Feb 16, 2021Updated 5 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Nov 2, 2017Updated 8 years ago
- R markdown format and template for light-on-dark beamer presentations—with fussy extras.☆12Nov 1, 2021Updated 4 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- The code for the paper *The Sensitivity of Counterfactual Fairness to Unmeasured Confounding* @ UAI 2019☆14Apr 4, 2020Updated 5 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆69Apr 25, 2020Updated 5 years ago
- Sample Angular application for dog breed detection, where target Keras model hosted by TensorFlow Serving☆12Oct 25, 2018Updated 7 years ago
- 机器学习相关论文☆12Nov 1, 2021Updated 4 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 2 years ago
- ⚡️ Shockingly fast imitation learning algorithms via combining online and offline data engines. ⚡️☆13Sep 1, 2025Updated 6 months ago
- Code for ICML 2020 paper: "Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders" by I. …☆51Jan 7, 2021Updated 5 years ago
- References for Papers at the Intersection of Causality and Fairness☆18Dec 3, 2018Updated 7 years ago
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆30Nov 21, 2022Updated 3 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Jun 14, 2020Updated 5 years ago
- [IEEE-TITS] Official implementation of paper "A Survey on the Application of Large Language Models in Scenario-Based Testing of Automated…☆27Jan 23, 2026Updated 2 months ago
- ☆11Jan 25, 2022Updated 4 years ago
- City-scale SUMO traffic scenario of Nagoya, Japan☆12May 22, 2024Updated last year
- Code companion of Multi-task Learning for Aggregated Data using Gaussian Processes paper☆10Apr 6, 2020Updated 5 years ago
- Berkeley DeepDrive Drone Dataset☆12Apr 15, 2025Updated 11 months ago
- ☆25Oct 12, 2021Updated 4 years ago
- Single file implementations of Deep Multi-agent Reinforcement Learning☆64Feb 12, 2026Updated last month
- [NeurIPS'22] Official Repository for Characterizing Datapoints via Second-Split Forgetting☆16Aug 11, 2023Updated 2 years ago
- Official codes of paper "Deep causal reasoning for recommendations (Deep-Deconf)". (TIST'23)☆27Jan 27, 2023Updated 3 years ago
- ☆12Oct 5, 2023Updated 2 years ago
- Summaries and notes on CounterFactual Machine Learning papers☆19Dec 13, 2018Updated 7 years ago
- Implementation of Johansson, Fredrik D., Shalit, Uri, and Sontag, David. Learning representations for counterfactual inference - ICML, 20…☆12Sep 30, 2020Updated 5 years ago
- Modal share across metropolitan areas☆21Jul 27, 2025Updated 7 months ago
- [ICML 2023] Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees☆11Aug 9, 2023Updated 2 years ago
- Structural Causal Bandit☆26Sep 12, 2021Updated 4 years ago
- ☆13Jul 23, 2023Updated 2 years ago