Chandan Singh - Concepedia

Author

Chandan Singh

Also Known As

Ajit K. Singh, Ajit Kumar Singh, C D SINGH, C Singh, C. Singh, CHANDAN DEEP SINGH, CHANDAN SINGH, Chandan Deep Singh, Chandan Singh, Col Ajit Kumar Singh

162

Publications

3.4K

Citations

H-Index

Concepts

All Affiliations

Punjabi University University of California, Berkeley Technical University of Denmark Microsoft Research (United Kingdom)

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	16	2.5K
2	Medicine	3	3	91
3	Language Studies	2	2	55
4	Health Sciences	1	1	61
5	Management	1	1	1.9K

Chandan Singh

Publications

2.6K

Citations

H-Index

Page 1

	Year	Citations
Definitions, methods, and applications in interpretable machine learning William J. Murdoch, Chandan Singh, Karl Kumbier, Proceedings of the National Academy of Sciences Artificial IntelligenceEngineeringMachine LearningNatural Language ProcessingData Science	2019	1.9K
Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge Laura Rieger, Chandan Singh, William J. Murdoch, International Conference on Machine Learning Artificial IntelligenceStructured PredictionDataset ShiftsEngineeringMachine Learning	2020	76
Hierarchical interpretations for neural network predictions Chandan Singh, William J. Murdoch, Bin Yu arXiv (Cornell University) Natural Language ProcessingStructured PredictionConvolutional Neural NetworkCognitive ScienceDeep Neural Networks	2018	69
A hybrid algorithm for speckle noise reduction of ultrasound images Karamjeet Singh, Sukhjeet Kaur Ranade, Chandan Singh Computer Methods and Programs in Biomedicine Biomedical AcousticsMedical UltrasoundEngineeringSonar Signal ProcessingMedical Imaging	2017	61
Hierarchical interpretations for neural network predictions Chandan Singh, William J. Murdoch, Bin Yu arXiv (Cornell University) Natural Language ProcessingStructured PredictionConvolutional Neural NetworkCognitive ScienceDeep Neural Networks	2018	51
Automatic cephalometric landmark detection using Zernike moments and template matching Amandeep Kaur, Chandan Singh Signal Image and Video Processing Image AnalysisMachine VisionMedical ImagingFeature DetectionPattern Recognition	2013	49
Augmenting interpretable models with large language models during training Chandan Singh, Armin Askari, Rich Caruana, Nature Communications Large Language ModelsNatural Language ProcessingLarge Ai ModelEngineeringComputational Linguistics	2023	46
Rethinking Interpretability in the Era of Large Language Models Chandan Singh, Jeevana Priya Inala, Michel Galley, arXiv (Cornell University) EngineeringMachine LearningSemanticsLarge Language ModelLarge Language Models	2024	41
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge Laura Rieger, Chandan Singh, William J. Murdoch, arXiv (Cornell University) Artificial IntelligenceStructured PredictionEngineeringMachine LearningDeep Learning Model	2019	37
A DCT-based local and non-local fuzzy C-means algorithm for segmentation of brain magnetic resonance images Chandan Singh, Anu Bala Applied Soft Computing Image AnalysisEngineeringMedical ImagingNeuroimaging ModalityNeuroimaging	2018	32

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