Supervised dimensionality reduction via distance correlation maximization
Vepakomma, Praneeth, Tonde, Chetan, Elgammal, Ahmed
Published in Electronic journal of statistics (01.01.2018)
Published in Electronic journal of statistics (01.01.2018)
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Journal Article
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networks
Singh, Abhishek, Chopra, Ayush, Garza, Ethan, Zhang, Emily, Vepakomma, Praneeth, Sharma, Vivek, Raskar, Ramesh
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
An Automated Framework for Distributed Deep Learning-A Tool Demo
Gharibi, Gharib, Patel, Ravi, Khan, Anissa, Gilkalaye, Babak Poorebrahim, Vepakomma, Praneeth, Raskar, Ramesh, Penrod, Steve, Storm, Greg, Das, Riddhiman
Published in 2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS) (01.07.2022)
Published in 2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS) (01.07.2022)
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Conference Proceeding
NoPeek: Information leakage reduction to share activations in distributed deep learning
Vepakomma, Praneeth, Singh, Abhishek, Gupta, Otkrist, Raskar, Ramesh
Published in 2020 International Conference on Data Mining Workshops (ICDMW) (01.11.2020)
Published in 2020 International Conference on Data Mining Workshops (ICDMW) (01.11.2020)
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Conference Proceeding
A-Wristocracy: Deep learning on wrist-worn sensing for recognition of user complex activities
Vepakomma, Praneeth, De, Debraj, Das, Sajal K., Bhansali, Shekhar
Published in 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (15.10.2015)
Published in 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (15.10.2015)
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Conference Proceeding
NoPeek-Infer: Preventing face reconstruction attacks in distributed inference after on-premise training
Vepakomma, Praneeth, Singh, Abhishek, Zhang, Emily, Gupta, Otkrist, Raskar, Ramesh
Published in 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021) (15.12.2021)
Published in 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021) (15.12.2021)
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Conference Proceeding
Data Acquisition via Experimental Design for Decentralized Data Markets
Lu, Charles, Huang, Baihe, Karimireddy, Sai Praneeth, Vepakomma, Praneeth, Jordan, Michael, Raskar, Ramesh
Year of Publication 20.03.2024
Year of Publication 20.03.2024
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Journal Article