Concepedia

Chandan Singh

CS

23

Publications

2.6K

Citations

15

H-Index

1990

Active since

Affiliations

Punjabi University(Current)

University of California, Berkeley

Technical University of Denmark

Microsoft Research (United Kingdom)

Chandan Singh is an author at Punjabi University specializing in engineering, natural language processing, and data science.

Top concepts

EngineeringNatural Language ProcessingData ScienceInterpretabilityComputer ScienceMachine LearningLinguisticsDeep LearningExplainable AiCognitive Science

Publications per year

1990–2024

23

Publications

23

Definitions, methods, and applications in interpretable machine learning

William J. Murdoch, Chandan Singh, Karl Kumbier et al. · Proceedings of the National Academy of Sciences · 2019 · 1.9K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge

Laura Rieger, Chandan Singh, William J. Murdoch et al. · International Conference on Machine Learning · 2020 · 76 citations

Artificial Intelligence, Structured Prediction, Dataset Shifts +19

Hierarchical interpretations for neural network predictions

Chandan Singh, William J. Murdoch, Bin Yu · arXiv (Cornell University) · 2018 · 69 citations · Full text

Natural Language Processing, Structured Prediction, Convolutional Neural Network +15

A hybrid algorithm for speckle noise reduction of ultrasound images

Karamjeet Singh, Sukhjeet Kaur Ranade, Chandan Singh · Computer Methods and Programs in Biomedicine · 2017 · 61 citations

Biomedical Acoustics, Medical Ultrasound, Engineering +13

Hierarchical interpretations for neural network predictions

Chandan Singh, William J. Murdoch, Bin Yu · arXiv (Cornell University) · 2018 · 51 citations · Full text

Natural Language Processing, Structured Prediction, Convolutional Neural Network +15

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