FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)

GPT* - Training faster small transformers using ALiBi, Parallel Residual Connections and more!

Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics

CARE: Coherent Actionable Recourse based on Sound Counterfactual Explanations

An XGBoost model in Python that classifies if a customer will cancel his/her hotel booking or not. I also use counterfactuals guided by prototypes from the Alibi package to explore the minimum changes needed to flip a prediction from canceled to not canceled and vice versa.

Comparison of positional encoding schemes in transformer

Report about "Digital Alibi" for academic course of Digital Forensics

Counterfactual Explanations, a project for CITS4404 - Artificial Intelligence and Adaptive Systems.