Gautam, Srishti

1. Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications
   2023/10/23 by Yanchen Liu, Srishti Gautam, Liu, Yanchen +5 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification
2. 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 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling
3. ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model
   2022/10/15 by Gautam, Srishti, Boubekki, Ahcene, Hansen, Stine +4 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Prototypical Self-Explainable Models Without Re-training
   2023/12/13 by Gautam, Srishti, Boubekki, Ahcene, Höhne, Marina M. C. +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)