| 12219004 |
Systems and methods for communication efficient distributed mean estimation |
Ananda Theertha Suresh, Sanjiv Kumar, Hugh Brendan McMahan |
2025-02-04 |
| 12205005 |
Sampled softmax with Random Fourier features |
Ankit Singh Rawat, Jiecao Chen, Ananda Theertha Suresh, Sanjiv Kumar |
2025-01-21 |
| 12079700 |
Structured orthogonal random features for kernel-based machine learning |
Daniel Holtmann-Rice, Sanjiv Kumar, Krzysztof Marcin Choromanski, Ananda Theertha Suresh |
2024-09-03 |
| 12033080 |
Sparse recovery autoencoder |
Shanshan Wu, Daniel Holtmann-Rice, Dmitry Storcheus, Sanjiv Kumar, Afshin Rostamizadeh |
2024-07-09 |
| 11874866 |
Multiscale quantization for fast similarity search |
Xiang Wu, David Simcha, Daniel Holtmann-Rice, Sanjiv Kumar, Ananda Theertha Suresh +1 more |
2024-01-16 |
| 11785073 |
Systems and methods for communication efficient distributed mean estimation |
Ananda Theertha Suresh, Sanjiv Kumar, Hugh Brendan McMahan |
2023-10-10 |
| 11763197 |
Communication efficient federated learning |
Hugh Brendan McMahan, Dave Morris Bacon, Jakub Konecny |
2023-09-19 |
| 11531695 |
Multiscale quantization for fast similarity search |
Xiang Wu, David Simcha, Daniel Holtmann-Rice, Sanjiv Kumar, Ananda Theertha Suresh +1 more |
2022-12-20 |
| 11196800 |
Systems and methods for communication efficient distributed mean estimation |
Ananda Theertha Suresh, Sanjiv Kumar, Hugh Brendan McMahan |
2021-12-07 |
| 10719509 |
Hierarchical quantization for fast inner product search |
Sanjiv Kumar, David Simcha, Ananda Theertha Suresh, Ruiqi Guo, Daniel Holtmann-Rice |
2020-07-21 |
| 10657461 |
Communication efficient federated learning |
Hugh Brendan McMahan, Dave Morris Bacon, Jakub Konecny |
2020-05-19 |
| 10510021 |
Systems and methods for evaluating a loss function or a gradient of a loss function via dual decomposition |
Satyen Chandrakant Kale, Daniel Holtmann-Rice, Sanjiv Kumar, Enxu Yan |
2019-12-17 |
| 10394777 |
Fast orthogonal projection |
Sanjiv Kumar, Ruiqi Guo |
2019-08-27 |
| 9870199 |
Generating compact representations of high-dimensional data |
Sanjiv Kumar |
2018-01-16 |
