Pith Number

pith:SQMDGNQ2

pith:2023:SQMDGNQ2TFOKYN7TOHLA7TGNWK

not attested not anchored not stored refs pending

DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning

Francesco Pittaluga, Vijay Kumar B G, Vincent Bindschaedler, Wenxuan Bao

arxiv:2311.01295 v1 · 2023-11-02 · cs.LG · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SQMDGNQ2TFOKYN7TOHLA7TGNWK}

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

Differentially Private Natural Gradient Descent

Receipt and verification

First computed	2026-07-05T07:08:23.900016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

941833361a995cac37f371d60fcccdb2844e64a9c3a5f6fb1ce4a1f091d7d20d

Aliases

arxiv: 2311.01295 · arxiv_version: 2311.01295v1 · doi: 10.48550/arxiv.2311.01295 · pith_short_12: SQMDGNQ2TFOK · pith_short_16: SQMDGNQ2TFOKYN7T · pith_short_8: SQMDGNQ2

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/SQMDGNQ2TFOKYN7TOHLA7TGNWK \
  | 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: 941833361a995cac37f371d60fcccdb2844e64a9c3a5f6fb1ce4a1f091d7d20d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f67b37daa29199f2766312cc5ac1c43d040b0d3c3a2cdaf4037ae28eb71c8f9a",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-02T15:12:12Z",
    "title_canon_sha256": "c9cbf6e5f814d9b23e631aa27c7609726844c2444995086429a51baa0f814fdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01295",
    "kind": "arxiv",
    "version": 1
  }
}