Explainable AI

🎉 Our work "Progressive Inference- Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions" was accepted at ICML 2024!

A new XAI framework to explain decoder-only sequence classification models.

Jul 21, 2024

🎉 Our work "SHAP@k- Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features" was accepted for an oral presentation at AAAI 2024!

Efficiently identifying important features with PAC guarantees.

Feb 21, 2024