Chandan Singh
Indian Institute of Management Indore(IN)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Topic Modeling, Natural Language Processing Techniques, Machine Learning in Healthcare, Advanced Numerical Analysis Techniques
Most-Cited Works
- → Definitions, methods, and applications in interpretable machine learning(2019)1,980 cited
- → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited
- Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge(2020)
- → Hierarchical interpretations for neural network predictions(2018)69 cited
- → A hybrid algorithm for speckle noise reduction of ultrasound images(2017)61 cited
- → Automatic cephalometric landmark detection using Zernike moments and template matching(2013)49 cited
- → Augmenting interpretable models with large language models during training(2023)48 cited
- → Rethinking Interpretability in the Era of Large Language Models(2024)41 cited