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  • 20 commits
  • 116 files changed
  • 13 contributors

Commits on Jan 22, 2025

  1. Open source code for DP-SGD accounting for batch samplers. 

    This is code associated with the following papers:

Title: How Private are DP-SGD implementations?\
Authors: Lynn Chua, Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi,
         Amer Sinha, Chiyuan Zhang\
Link: https://arxiv.org/abs/2403.17673 (ICML 2024)

Title: Scalable DP-SGD: Shuffling vs. Poisson Subsampling\
Authors: Lynn Chua, Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi,
         Amer Sinha, Chiyuan Zhang\
Link: https://arxiv.org/abs/2411.04205 (NeurIPS 2024)

Title: Balls-and-Bins Sampling for DP-SGD\
Authors: Lynn Chua, Badih Ghazi, Charlie Harrison, Ethan Leeman, Pritish Kamath,
         Ravi Kumar, Pasin Manurangsi, Amer Sinha, Chiyuan Zhang\
Link: https://arxiv.org/abs/2412.16802 (AISTATS 2025)
PiperOrigin-RevId: 718449364
    @pritkamath @copybara-github
    pritkamath authored and copybara-github committed Jan 22, 2025
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Commits on Jan 24, 2025

  1. Open sourcing code for the optimization of tensor network contraction… 

    … strategies for the simulation of random circuit sampling.

PiperOrigin-RevId: 719413621
    @benjaminvillalonga @copybara-github
    benjaminvillalonga authored and copybara-github committed Jan 24, 2025
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Commits on Jan 27, 2025

  1. Open source RevThink 

    PiperOrigin-RevId: 720300955
    @copybara-github
    Rujun Han authored and copybara-github committed Jan 27, 2025
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Commits on Jan 29, 2025

  1. cleanup of deprecated test methods 

    PiperOrigin-RevId: 721043674
    @copybara-github
    Google Research Team authored and copybara-github committed Jan 29, 2025
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Commits on Jan 30, 2025

  1. remove deprecated assertDictContainsSubset 

    PiperOrigin-RevId: 721358297
    @copybara-github
    Google Research Team authored and copybara-github committed Jan 30, 2025
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  2. Improved README and fixed typos. Fixed bug in main.cpp. Moved python … 

    …script to scripts folder.

PiperOrigin-RevId: 721446391
    @benjaminvillalonga @copybara-github
    benjaminvillalonga authored and copybara-github committed Jan 30, 2025
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Commits on Jan 31, 2025

  1. Merge of PR google-research#2277 

    PiperOrigin-RevId: 721853405
    @ChatterjeeAyan @copybara-github
    ChatterjeeAyan authored and copybara-github committed Jan 31, 2025
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Commits on Feb 3, 2025

  1. Set hidden dimensions when using the structural mapper with JODIE and… 

    … DyRep.

PiperOrigin-RevId: 722524429
    @ikicab @copybara-github
    ikicab authored and copybara-github committed Feb 3, 2025
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  2. Add JODIE and DyRep model configurations with larger values of alpha. 

    PiperOrigin-RevId: 722526040
    @ikicab @copybara-github
    ikicab authored and copybara-github committed Feb 3, 2025
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  3. Check for file existence relative to the directory it's being written… 

    … to.

PiperOrigin-RevId: 722526783
    @ikicab @copybara-github
    ikicab authored and copybara-github committed Feb 3, 2025
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  4. Update name of the file with the tgbl-comment edge list. 

    PiperOrigin-RevId: 722527453
    @ikicab @copybara-github
    ikicab authored and copybara-github committed Feb 3, 2025
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  5. Update query generation to enforce creating a number of predicates pe… 

    …r table.

Update code to work for queries with group by

PiperOrigin-RevId: 722757299
    @copybara-github
    Yannis Chronis authored and copybara-github committed Feb 3, 2025
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Commits on Feb 5, 2025

  1. Add code for high confidence IR eval paper 

    PiperOrigin-RevId: 723559792
    @rjagerman @copybara-github
    rjagerman authored and copybara-github committed Feb 5, 2025
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  2. Remove usages of orbax_utils.save_args_from_target, as this function … 

    …does nothing (it used to control a checkpointing behavior that has since been optimized away).

PiperOrigin-RevId: 723571552
    @cpgaffney1 @copybara-github
    cpgaffney1 authored and copybara-github committed Feb 5, 2025
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  3. Add log-prob results for high confidence IR eval paper 

    PiperOrigin-RevId: 723589685
    @rjagerman @copybara-github
    rjagerman authored and copybara-github committed Feb 5, 2025
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Commits on Feb 6, 2025

  1. Avoid use of deprecated xla_bridge.get_backend().live_buffers() 

    xla_bridge.get_backend is deprecated, and the public API for this is jax.live_arrays(). This is a drop-in replacement with no change of behavior.

PiperOrigin-RevId: 724004214
    @copybara-github
    Jake VanderPlas authored and copybara-github committed Feb 6, 2025
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  2. Avoid use of deprecated xla_bridge.get_backend().platform 

    xla_bridge.get_backend is deprecated, and the public API for this is jax.default_backend(). This is a drop-in replacement with no change of behavior.

PiperOrigin-RevId: 724089482
    @copybara-github
    Jake VanderPlas authored and copybara-github committed Feb 6, 2025
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Commits on Feb 7, 2025

  1. Publish images from research paper 

    PiperOrigin-RevId: 724408551
    @eklu @copybara-github
    eklu authored and copybara-github committed Feb 7, 2025
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  2. Automated Code Change 

    PiperOrigin-RevId: 724455114
    @zacmustin @copybara-github
    zacmustin authored and copybara-github committed Feb 7, 2025
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Commits on Feb 10, 2025

  1. Data collected and analysis code for the paper titled "Scaling Laws f… 

    …or Differentially Private Language Models". https://arxiv.org/abs/2501.18914

PiperOrigin-RevId: 725265696
    @copybara-github
    Ryan McKenna authored and copybara-github committed Feb 10, 2025
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