Srishti Gautam
- Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications
2023/10/23 by Yanchen Liu, Liu, Yanchen, Srishti Gautam +5 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification
- This looks more like that: Enhancing Self-Explaining Models by Prototypical Relevance Propagation
2021/08/27 by Srishti Gautam, Gautam, Srishti, Marina M. -C. Höhne +7 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling
- Prototypical Self-Explainable Models Without Re-training
2023/12/13 by Srishti Gautam, Gautam, Srishti, Ahcène Boubekki +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)