Kallista A. Bonawitz
Title
Cited by
Cited by
Year
Practical secure aggregation for privacy-preserving machine learning
K Bonawitz, V Ivanov, B Kreuter, A Marcedone, HB McMahan, S Patel, ...
proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017
9302017
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
9032019
Church: a language for generative models
N Goodman, V Mansinghka, DM Roy, K Bonawitz, JB Tenenbaum
arXiv preprint arXiv:1206.3255, 2012
8592012
Towards federated learning at scale: System design
K Bonawitz, H Eichner, W Grieskamp, D Huba, A Ingerman, V Ivanov, ...
arXiv preprint arXiv:1902.01046, 2019
8242019
Discrete distribution estimation under local privacy
P Kairouz, K Bonawitz, D Ramage
International Conference on Machine Learning, 2436-2444, 2016
1752016
Practical secure aggregation for federated learning on user-held data
K Bonawitz, V Ivanov, B Kreuter, A Marcedone, HB McMahan, S Patel, ...
arXiv preprint arXiv:1611.04482, 2016
1602016
Reverse iteration of planning data for system control
KA Bonawitz
US Patent 9,201,426, 2015
432015
Methods and systems for performing flocking while executing a long-range fleet plan
KA Bonawitz, D Piponi
US Patent 8,781,727, 2014
392014
Methods and systems for determining fleet trajectories to satisfy a sequence of coverage requirements
KA Bonawitz, A Treuille
US Patent 9,014,957, 2015
302015
Secure Single-Server Aggregation with (Poly) Logarithmic Overhead
J Bell, KA Bonawitz, A Gascón, T Lepoint, M Raykova
ePrint, 2020
262020
Selection between explore mode and control mode for aerial vehicle
KA Bonawitz, J Mathe
US Patent 9,836,063, 2017
262017
Federated learning with autotuned communication-efficient secure aggregation
K Bonawitz, F Salehi, J Konečný, B McMahan, M Gruteser
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1222-1226, 2019
252019
Method and device for determining communication timing
KA Bonawitz
US Patent 9,148,215, 2015
232015
Methods and systems for decomposing fleet planning optimizations via spatial partitions
KA Bonawitz
US Patent 8,874,356, 2014
222014
Composable Probabilistic Inference with Blaise
KA Bonawitz
222008
Methods and systems for performing fleet planning based on coarse estimates of regions
K Bonawitz
US Patent 9,424,752, 2016
202016
Balloon-based positioning system and method
K Bonawitz, RW DeVaul, E Teller, J Weaver
US Patent 9,829,561, 2017
182017
Method and apparatus for performing probabilistic inference and providing related solution methods
K Bonawitz, V Mansinghka
US Patent 8,775,358, 2014
182014
Optimal altitude controller for super pressure aerostatic balloon
J Mathe, COL Boyce Jr, KA Bonawitz
US Patent 9,327,816, 2016
162016
Methods and systems for determining when to launch vehicles into a fleet of autonomous vehicles
KA Bonawitz, B Rhodes, A Treuille
US Patent 9,195,938, 2015
162015
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