AI for Actionable Impact Lab
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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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context-aware-cbms
context-aware-cbms PublicCode for the paper "Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models", MLHC 2025
Jupyter Notebook 1
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Fix-A-Shortcut
Fix-A-Shortcut PublicDetails methods for the Fix-A-Shortcut variants in the Fix-A-Shortcut paper
Python 1
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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
Repositories
- preferential-cbo Public
Causal discovery from preferences. Implementation of Preferential Causal Bayesian Optimisation (PCBO), combining Bayesian structure learning with preferential normalising flows and adaptive acquisition. Includes toy, ER, and medical datasets with baseline comparisons.
- IRL-Alignment-Auditor Public
- -Time-Series-causal_discovery_on_time_series Public Forked from shreeyans2808/causal_discovery_on_time_series
- ai4ai.github.io Public
- irl_for_llms Public
- context-aware-cbms Public
Code for the paper "Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models", MLHC 2025
- regularization_for_shortcut_migtigation Public
Public repository for AISTATS2025 paper "Do Regularization Methods for Shortcut Mitigation Work As Intended?".
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