AI for Actionable Impact Lab
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Concept-driven-OPE
Concept-driven-OPE PublicContains code for our paper: Concept Driven Off Policy Evaluation
Python 1
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mixed-cbm-with-trees
mixed-cbm-with-trees PublicCode for the paper: "Tree-Based Leakage Inspection and Control in Concept Bottleneck Models"
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Factored-Action-Spaces-for-OPE
Factored-Action-Spaces-for-OPE PublicContains code simulations for the ICML 2023 paper "Leveraging Factored Action Spaces for Off-Policy Evaluation" by Aaman Rebello, Shengpu Tang, Sonali Parbhoo and Jenna Wiens.
Jupyter Notebook
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Accessing_Cluster
Accessing_Cluster PublicRepo explaining how to access imperial cluster for computing resources simplified
Shell 1
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Repositories
- regularization_for_shortcut_migtigation Public
Private repository for AISTATS2025 paper "Do Regularization Methods for Shortcut Mitigation Work As Intended?".
ai4ai-lab/regularization_for_shortcut_migtigation’s past year of commit activity - mixed-cbm-with-trees Public
Code for the paper: "Tree-Based Leakage Inspection and Control in Concept Bottleneck Models"
ai4ai-lab/mixed-cbm-with-trees’s past year of commit activity - tableshift Public Forked from mlfoundations/tableshift
A benchmark for distribution shift in tabular data
ai4ai-lab/tableshift’s past year of commit activity - Accessing_Cluster Public
Repo explaining how to access imperial cluster for computing resources simplified
ai4ai-lab/Accessing_Cluster’s past year of commit activity - Factored-Action-Spaces-for-OPE Public
Contains code simulations for the ICML 2023 paper "Leveraging Factored Action Spaces for Off-Policy Evaluation" by Aaman Rebello, Shengpu Tang, Sonali Parbhoo and Jenna Wiens.
ai4ai-lab/Factored-Action-Spaces-for-OPE’s past year of commit activity
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