Paper Citation Record · LEDGER

FERRET: Private Deep Learning Faster And Better Than DPSGD

As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.05416.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.05416 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:57:30.650823Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy11
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 953e72f4-50cf-42fd-a9c4-9dfd6efa1ef5 · outbound

This paper cites Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang.

FERRET: Private Deep Learning Faster And Better Than DPSGD Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:31.192026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de73fffa-e219-49eb-899e-65f696f4295d · outbound

This paper cites Li, Ryota Tomioka, and Milan Vojnovi´ c.

FERRET: Private Deep Learning Faster And Better Than DPSGD Li, Ryota Tomioka, and Milan Vojnovi´ c

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:31.152652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation adaa52eb-f497-453e-bbe5-d2f295ec9cca · outbound

This paper cites Signsgd: Compressed optimisation for non-convex problems.

FERRET: Private Deep Learning Faster And Better Than DPSGD Signsgd: Compressed optimisation for non-convex problems

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:31.109492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation baf2a646-240f-48d9-8e73-de529e81b290 · outbound

This paper cites signsgd with majority vote is communication efficient and fault tolerant.

FERRET: Private Deep Learning Faster And Better Than DPSGD signsgd with majority vote is communication efficient and fault tolerant

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:31.073174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 480f8b49-14bf-4ab9-b03f-d6fdc909b962 · outbound

This paper cites Differentially private optimization on large model at small cost.

FERRET: Private Deep Learning Faster And Better Than DPSGD Differentially private optimization on large model at small cost

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:31.030371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3bd0e5b3-1b8a-4654-8fdb-ea2d7acdb918 · outbound

This paper cites Differential privacy as a mutual information constraint.

FERRET: Private Deep Learning Faster And Better Than DPSGD Differential privacy as a mutual information constraint

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:30.991616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb5d3181-e16b-4e08-96b9-b20643f7d4e4 · outbound

This paper cites The Algorithmic Foundations of Differential Privacy , vol- ume 9 of Foundations and Trends® in Theoretical Computer Science.

FERRET: Private Deep Learning Faster And Better Than DPSGD The Algorithmic Foundations of Differential Privacy , vol- ume 9 of Foundations and Trends® in Theoretical Computer Science

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:30.950568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fe136f33-5be6-42d0-94d7-28476183f945 · outbound

This paper cites Stich, and Martin Jaggi.

FERRET: Private Deep Learning Faster And Better Than DPSGD Stich, and Martin Jaggi

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:30.879474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation acb25dc6-1f60-4ad9-8d57-41a4e596070c · outbound

This paper cites Sign-full random projections.

FERRET: Private Deep Learning Faster And Better Than DPSGD Sign-full random projections

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:30.836420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7022bda7-1fc8-49cb-90b3-3de07490a161 · outbound

This paper cites Openorca: An open dataset of gpt augmented flan reasoning traces.

FERRET: Private Deep Learning Faster And Better Than DPSGD Openorca: An open dataset of gpt augmented flan reasoning traces

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:30.794743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 476e918b-9cdf-474f-9ea6-73f1f505c098 · outbound

This paper cites Dp-signsgd: When efficiency meets privacy and robustness.

FERRET: Private Deep Learning Faster And Better Than DPSGD Dp-signsgd: When efficiency meets privacy and robustness

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:30.759231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a314ba67-70a2-47c1-b5c0-c10fd0260bab · outbound

This paper cites disjoint-support.

FERRET: Private Deep Learning Faster And Better Than DPSGD disjoint-support

Reference 12

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T10:57:30.724091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.