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Stacy Patterson
Stacy Patterson
Associate Professor, Rensselaer Polytechnic Institute
Verified email at cs.rpi.edu - Homepage
Title
Cited by
Cited by
Year
A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective
L Yu, M Han, Y Li, C Lin, Y Zhang, M Zhang, Y Liu, H Weng, Y Jeon, ...
arXiv preprint arXiv:2402.03688, 2024
2024
International Workshop on Federated Learning in the Age of Foundation Models
J Chen, L Fan, G Joshi, SP Karimireddy, S Patterson, S Wang, H Yu
Annual Conference on Neural Information Processing Systems, 2023
2023
Vertical federated learning with secure aggregation
S Wang, TJ Castiglia, NB Angel, SE Patterson, XU Runhua, Y Zhou
US Patent App. 17/838,445, 2023
2023
Eventual consensus in Synod: verification using a failure-aware actor model
S Paul, G Agha, S Patterson, C Varela
Innovations in systems and software engineering 19 (4), 395-410, 2023
2023
Semi-Supervised Vertical Federated Learning
TJ Castiglia, S Wang, SE Patterson
US Patent App. 17/660,699, 2023
12023
Flexible vertical federated learning with heterogeneous parties
T Castiglia, S Wang, S Patterson
IEEE Transactions on Neural Networks and Learning Systems, 2023
132023
Less-vfl: Communication-efficient feature selection for vertical federated learning
T Castiglia, Y Zhou, S Wang, S Kadhe, N Baracaldo, S Patterson
International Conference on Machine Learning, 3757-3781, 2023
102023
Privacy Tradeoffs in Vertical Federated Learning
L Tran, T Castiglia, S Patterson, A Milanova
Federated Learning Systems (FLSys) Workshop@ MLSys 2023, 2023
12023
Formal verification of safety-critical aerospace systems
S Paul, E Cruz, A Dutta, A Bhaumik, E Blasch, G Agha, S Patterson, ...
IEEE Aerospace and Electronic Systems Magazine, 2023
82023
A sample-based algorithm for approximately testing r-robustness of a digraph
Y Yi, Y Wang, X He, S Patterson, KH Johansson
2022 IEEE 61st Conference on Decision and Control (CDC), 6478-6483, 2022
12022
Vertical federated learning with compressed embeddings
A Das, TJ Castiglia, SE Patterson, S Wang
US Patent App. 17/330,340, 2022
2022
Self-supervised vertical federated learning
T Castiglia, S Wang, S Patterson
Workshop on Federated Learning: Recent Advances and New Challenges (in …, 2022
32022
Cross-silo federated learning for multi-tier networks with vertical and horizontal data partitioning
A Das, T Castiglia, S Wang, S Patterson
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (6), 1-27, 2022
82022
A continuum approach for collaborative task processing in UAV MEC networks
L Blair, CA Varela, S Patterson
2022 IEEE 15th International Conference on Cloud Computing (CLOUD), 247-256, 2022
32022
Compressed-vfl: Communication-efficient learning with vertically partitioned data
TJ Castiglia, A Das, S Wang, S Patterson
International Conference on Machine Learning, 2738-2766, 2022
282022
Optimal combined motion and assignments with continuum models
M Emerick, S Patterson, B Bamieh
IFAC-PapersOnLine 55 (13), 121-126, 2022
32022
Biharmonic distance-based performance metric for second-order noisy consensus networks
Y Yi, B Yang, Z Zhang, Z Zhang, S Patterson
IEEE Transactions on Information Theory 68 (2), 1220-1236, 2021
72021
Formal guarantees of timely progress for distributed knowledge propagation
S Paul, S Patterson, C Varela
arXiv preprint arXiv:2110.12587, 2021
42021
Short and Sweet Checkpoints for C-RAN MEC
S Rahman, A Kalatzis, M Wittie, A Elmokashfi, L Stanley, S Patterson, ...
2021 IEEE Cloud Summit (Cloud Summit), 69-76, 2021
22021
Multi-tier federated learning for vertically partitioned data
A Das, S Patterson
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
172021
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