626_privacy/tensorflow_privacy

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Author	SHA1	Message	Date
Galen Andrew	6231d0802d	Cleanup directory structure, add top-level imports and add normalized_query. Moved query classes from dir optimizers into new dir dp_query. Added NormalizedQuery class for queries that divide the output of another query by a constant like GaussianAverageQuery. PiperOrigin-RevId: 240167115	2019-03-25 10:21:04 -07:00
Galen Andrew	9a53e1eb86	Adds AdaptiveClipAverageQuery which performs adaptive adjustment of the clipping norm to approximate a specified quantile of clipped updates per round. PiperOrigin-RevId: 238698171	2019-03-15 13:19:22 -07:00
Galen Andrew	c8cb3c6b70	General cleanup. 1. Rename PrivateQuery to DPQuery. 2. Move construction of DPQuery to outside of optimizer. 3. Remove PrivateAverageQuery and PrivateSumQuery, and rename DPQuery's 'get_query_result' method to 'get_noised_result'. Rename private_queries.py to dp_query.py. 4. Remove thrice-replicated run_query function from the test classes and replace with a single function in new test_utils.py. 5. Add functions gaussian_sum_query_from_noise_multplier and gaussian_average_query_from_noise_multplier. PiperOrigin-RevId: 230595991	2019-01-23 14:41:44 -08:00

Author

SHA1

Message

Date

Galen Andrew

6231d0802d

Cleanup directory structure, add top-level imports and add normalized_query.

Moved query classes from dir optimizers into new dir dp_query. Added NormalizedQuery class for queries that divide the output of another query by a constant like GaussianAverageQuery.

PiperOrigin-RevId: 240167115

2019-03-25 10:21:04 -07:00

Galen Andrew

9a53e1eb86

Adds AdaptiveClipAverageQuery which performs adaptive adjustment of the clipping norm to approximate a specified quantile of clipped updates per round.

PiperOrigin-RevId: 238698171

2019-03-15 13:19:22 -07:00

Galen Andrew

c8cb3c6b70

General cleanup.

1. Rename PrivateQuery to DPQuery.
2. Move construction of DPQuery to outside of optimizer.
3. Remove PrivateAverageQuery and PrivateSumQuery, and rename DPQuery's 'get_query_result' method to 'get_noised_result'. Rename private_queries.py to dp_query.py.
4. Remove thrice-replicated run_query function from the test classes and replace with a single function in new test_utils.py.
5. Add functions gaussian_sum_query_from_noise_multplier and gaussian_average_query_from_noise_multplier.

PiperOrigin-RevId: 230595991

2019-01-23 14:41:44 -08:00

3 commits