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Chandrasekaran, Jaganmohan
18  results:
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1

A Combinatorial Approach to Hyperparameter Optimization:

, In: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI,
Khadka, Krishna ; Chandrasekaran, Jaganmohan ; Lei, Yu.. - p. 140-149 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Leveraging Combinatorial Coverage in the Machine Learning P..:

Chandrasekaran, Jaganmohan ; Lanus, Erin ; Cody, Tyler...
Computer.  57 (2024)  7 - p. 16-26 , 2024
Link: https://doi.org/10.1109/..
 
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3

Assured Autonomy Through Combinatorial Methods:

Kuhn, D. Richard ; Raunak, M. S. ; Kacker, Raghu N....
Computer.  57 (2024)  5 - p. 86-90 , 2024
Link: https://doi.org/10.1109/..
 
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4

Contributors:

, In: AI Assurance,
Ahmed, Farid ; Alajo, Ayodeji ; Alam, Syed Bahauddin... - p. xv-xx , 2023
Link: https://doi.org/10.1016/..
 
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5

Synthetic Data Generation Using Combinatorial Testing and V..:

, In: 2023 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW),
Khadka, Krishna ; Chandrasekaran, Jaganmohan ; Lei, Yu.. - p. 228-236 , 2023
Link: https://doi.org/10.1109/..
 
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6

An introduction to AI assurance:

, In: AI Assurance,
Batarseh, Feras A. ; Chandrasekaran, Jaganmohan ; Freeman, Laura J. - p. 3-12 , 2023
Link: https://doi.org/10.1016/..
 
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7

Enabling AI Adoption through Assurance:

Chandrasekaran, Jaganmohan ; Batarseh, Feras A. ; Freeman, Laura...
The International FLAIRS Conference Proceedings.  35 (2022)  - p. , 2022
Link: https://doi.org/10.32473..
 
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8

DeltaExplainer: A Software Debugging Approach to Generating..:

, In: 2022 IEEE International Conference On Artificial Intelligence Testing (AITest),
Shree, Sunny ; Chandrasekaran, Jaganmohan ; Lei, Yu.. - p. 103-110 , 2022
Link: https://doi.org/10.1109/..
 
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9

A Combinatorial Approach to Fairness Testing of Machine Lea..:

, In: 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW),
Patel, Ankita Ramjibhai ; Chandrasekaran, Jaganmohan ; Lei, Yu.. - p. 94-101 , 2022
Link: https://doi.org/10.1109/..
 
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10

DeepFarm: AI-Driven Management of Farm Production using Exp..:

, In: 2022 IEEE 29th Annual Software Technology Conference (STC),
Wang, Yingjie ; Chandrasekaran, Jaganmohan ; Haberkorn, Flora... - p. 27-36 , 2022
Link: https://doi.org/10.1109/..
 
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11

A Combinatorial Approach to Testing Deep Neural Network-bas..:

, In: 2021 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW),
Chandrasekaran, Jaganmohan ; Lei, Yu ; Kacker, Raghu. - p. 57-66 , 2021
Link: https://doi.org/10.1109/..
 
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12

Effectiveness of dataset reduction in testing machine learn..:

, In: 2020 IEEE International Conference On Artificial Intelligence Testing (AITest),
Chandrasekaran, Jaganmohan ; Feng, Huadong ; Lei, Yu.. - p. 133-140 , 2020
Link: https://doi.org/10.1109/..
 
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13

A Survey of Data Security: Practices from Cybersecurity and..:

Roy, Padmaksha ; Chandrasekaran, Jaganmohan ; Lanus, Erin..
http://arxiv.org/abs/2310.04513.  , 2023
Link: http://arxiv.org/abs/231..
 
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14

Test & Evaluation Best Practices for Machine Learning-Enabl..:

Chandrasekaran, Jaganmohan ; Cody, Tyler ; McCarthy, Nicola..
http://arxiv.org/abs/2310.06800.  , 2023
Link: http://arxiv.org/abs/231..
 
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15

A Combinatorial Approach to Explaining Image Classifiers:

Chandrasekaran, Jaganmohan ; Lei, Yu ; Kacker, Raghu.
doi:10.5281/zenodo.4662550.  , 2021
Link: https://zenodo.org/recor..
 
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