Pith Number

pith:4KML2FLY

pith:2020:4KML2FLYVFUKIEKVYBNZ5IH3ZK

not attested not anchored not stored refs pending

Scaling up Differentially Private Deep Learning with Fast Per-Example Gradient Clipping

Daniel Kifer, Jaewoo Lee

arxiv:2009.03106 v1 · 2020-09-07 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4KML2FLYVFUKIEKVYBNZ5IH3ZK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

FlashDP: Private Training Large Language Models with Efficient DP-SGD

Receipt and verification

First computed	2026-07-05T01:33:29.066992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e298bd1578a968a41155c05b9ea0fbca891412ce855b1cc4489bf1b005f4f993

Aliases

arxiv: 2009.03106 · arxiv_version: 2009.03106v1 · doi: 10.48550/arxiv.2009.03106 · pith_short_12: 4KML2FLYVFUK · pith_short_16: 4KML2FLYVFUKIEKV · pith_short_8: 4KML2FLY

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4KML2FLYVFUKIEKVYBNZ5IH3ZK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e298bd1578a968a41155c05b9ea0fbca891412ce855b1cc4489bf1b005f4f993

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54e09a287906abc575b40e5d900f83d15af313e584ba83689b7d0bf027838303",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-07T13:51:26Z",
    "title_canon_sha256": "c1c3dc81db1d8ccafbea553a036a4a346252323146e2e1e0ac8c2dc4392941e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.03106",
    "kind": "arxiv",
    "version": 1
  }
}