Mukund Sundararajan
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Privacy-Preserving Technologies in Data, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification, Topic Modeling
Most-Cited Works
- → Axiomatic Attribution for Deep Networks(2017)2,626 cited
- → Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context(2024)276 cited
- → Universally utility-maximizing privacy mechanisms(2009)250 cited
- → A modular correctness proof of IEEE 802.11i and TLS(2005)122 cited
- → Estimating Training Data Influence by Tracing Gradient Descent(2020)121 cited
- → Gradients of Counterfactuals(2016)79 cited
- → Universally optimal privacy mechanisms for minimax agents(2010)75 cited
- → Analyza(2017)74 cited