Publications

Performance-based GenAI Regulation: A Neuro-symbolic framework to bound public AI
I Sivan-Sevilla, AD Sunny, L Peterfreund · SSRN 2026 · Paper

A Neuro-Symbolic Framework for Legal Accountability in Public-Sector AI
AD Sunny, I Sivan-Sevilla · ACM FAccT 2026 · Paper Talk

Datafied Public Welfare: Legal Accountability in Algorithmic Governance
AD Sunny, I Sivan-Sevilla · Data Justice Conference: The Datafied State 2026, Cardiff University · Extended Abstract

TangledFeatures: Robust Feature Selection in Highly Correlated Spaces
AD Sunny · MLSB Workshop @ NeurIPS 2025 · Paper

Trust in Transparency: How Explainable AI Shapes User Perceptions
AD Sunny · arXiv 2025 · arXiv

Preliminary Quantitative Study on Explainability and Trust in AI Systems
AD Sunny · arXiv 2024 · arXiv

StructuralDecompose: A Modular Framework for Robust Time Series Decomposition in R
AD Sunny · arXiv 2023 · arXiv

Disease Diagnosis System by Exploring Machine Learning Algorithms
AD Sunny, S Kulshreshtha, S Singh, BM Srinabh, H Sarojadevi · IJIET 2018 · Paper