Pith Number

pith:DDIKDHM6

pith:2024:DDIKDHM6NL474ATRALTYOCGJOY

not attested not anchored not stored refs pending

Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation

Antti Honkela, Joonas J\"alk\"o, Ossi R\"ais\"a

arxiv:2402.03990 v3 · 2024-02-06 · stat.ML · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DDIKDHM6NL474ATRALTYOCGJOY}

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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

$T^{3}S$: Think in Thermal Time for Generalizable Crop Mapping from Satellite Image Time Series

Receipt and verification

First computed	2026-07-05T09:09:02.479193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18d0a19d9e6af9fe027102e78708c9762a2e2672cb1e49d5a8f2602c5a5f869d

Aliases

arxiv: 2402.03990 · arxiv_version: 2402.03990v3 · doi: 10.48550/arxiv.2402.03990 · pith_short_12: DDIKDHM6NL47 · pith_short_16: DDIKDHM6NL474ATR · pith_short_8: DDIKDHM6

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/DDIKDHM6NL474ATRALTYOCGJOY \
  | 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: 18d0a19d9e6af9fe027102e78708c9762a2e2672cb1e49d5a8f2602c5a5f869d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adaf3f190567909b724f005c26ff45a6b00ee86dc0916b812e8d27e128e0ab0a",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-06T13:43:22Z",
    "title_canon_sha256": "ee03e4fce4b17c9792d6e2697f25d59d699faabe536991fb4dbdae55b970ed37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03990",
    "kind": "arxiv",
    "version": 3
  }
}