Concepedia

Samyadeep Basu

SB

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Publications

5

Citations

112

H-Index

5

Active since

2019

Affiliations

University of Maryland, College Park(Current)

Samyadeep Basu is an author at University of Maryland, College Park specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningAdversarial Machine LearningStatisticsDeep LearningSupervised LearningStatistical InferenceArtificial Intelligence

Publications per year

2019–2024

5

Publications

5

Genome wide analysis of W-box element in Arabidopsis thaliana reveals TGAC motif with genes down regulated by heat and salinity

Pinky Dhatterwal, Samyadeep Basu, Sandhya Mehrotra et al. · Scientific Reports · 2019 · 58 citations · Full text

Influence Functions in Deep Learning Are Fragile

Samyadeep Basu, Philip Pope, Soheil Feizi · arXiv (Cornell University) · 2020 · 15 citations · Full text

Artificial Intelligence, Neural Scaling Law, Engineering +14

Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning

Samyadeep Basu, Shell Xu Hu, Daniela Massiceti et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 15 citations · Full text

Membership Model Inversion Attacks for Deep Networks

Samyadeep Basu, Rauf Izmailov, Chris Mesterharm · arXiv (Cornell University) · 2019 · 14 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

On Second-Order Group Influence Functions for Black-Box Predictions

Samyadeep Basu, Xuchen You, Soheil Feizi · arXiv (Cornell University) · 2019 · 10 citations · Full text

Black-box Predictions, Engineering, Machine Learning +15

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