Ankur Taly
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1358 citations
#cs.CL #cs.AI
- Axiomatic Attribution for Deep Networks
2017/03/04 by Mukund Sundararajan, Ankur Taly, Sundararajan, Mukund +3 · 346 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
2024/11/09 by Hailey Joren, Jianyi Zhang, Joren, Hailey +9 · 5 voices · 19 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences
- The Explanation Game: Explaining Machine Learning Models Using Shapley\n Values
2019/09/17 by Luke Merrick, Merrick, Luke, Ankur Taly +1 · 1 voice · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning in Healthcare
- Gradients of Counterfactuals
2016/11/08 by Mukund Sundararajan, Ankur Taly, Sundararajan, Mukund +3 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- First is Better Than Last for Language Data Influence
2022/02/24 by Chih‐Kuan Yeh, Yeh, Chih-Kuan, Ankur Taly +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling