Swamy, Vinitra

6 publications

ICLR 2025 Intrinsic User-Centric Interpretability Through Global Mixture of Experts Vinitra Swamy, Syrielle Montariol, Julian Blackwell, Jibril Frej, Martin Jaggi, Tanja Käser

JAIR 2025 Viewpoint: The Future of Human-Centric Explainable Artificial Intelligence (XAI) Is Not Post-Hoc Explanations Vinitra Swamy, Jibril Frej, Tanja Käser

AAAI 2025 iLLuMinaTE: An LLM-XAI Framework Leveraging Social Science Explanation Theories Towards Actionable Student Performance Feedback Vinitra Swamy, Davide Romano, Bhargav Srinivasa Desikan, Oana-Maria Camburu, Tanja Käser

NeurIPS 2023 MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks Vinitra Swamy, Malika Satayeva, Jibril Frej, Thierry Bossy, Thijs Vogels, Martin Jaggi, Tanja Käser, Mary-Anne Hartley

AAAI 2023 Ripple: Concept-Based Interpretation for Raw Time Series Models in Education Mohammad Asadi, Vinitra Swamy, Jibril Frej, Julien Tuan Tu Vignoud, Mirko Marras, Tanja Käser

NeurIPSW 2021 Interpreting Language Models Through Knowledge Graph Extraction Vinitra Swamy, Angelika Romanou, Martin Jaggi