Pith Number

pith:5NXVMLVO

pith:2022:5NXVMLVO6TVXTBDFWSM766LGNW

not attested not anchored not stored refs pending

Anticorrelated Noise Injection for Improved Generalization

Antonio Orvieto, Aurelien Lucchi, Francis Bach, Frank Proske, Hans Kersting

arxiv:2202.02831 v3 · 2022-02-06 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5NXVMLVO6TVXTBDFWSM766LGNW}

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

4 papers in Pith

LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging

Ringmaster LMO: Asynchronous Linear Minimization Oracle Momentum Method

Rennala MVR: Improved Time Complexity for Parallel Stochastic Optimization via Momentum-Based Variance Reduction

Scalable Distributed Stochastic Optimization via Bidirectional Compression: Beyond Pessimistic Limits

Receipt and verification

First computed	2026-07-05T06:11:41.799897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb6f562eaef4eb798465b499ff79666d9c1ecf1d4d110bda2f12c18863ffa3a6

Aliases

arxiv: 2202.02831 · arxiv_version: 2202.02831v3 · doi: 10.48550/arxiv.2202.02831 · pith_short_12: 5NXVMLVO6TVX · pith_short_16: 5NXVMLVO6TVXTBDF · pith_short_8: 5NXVMLVO

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/5NXVMLVO6TVXTBDFWSM766LGNW \
  | 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: eb6f562eaef4eb798465b499ff79666d9c1ecf1d4d110bda2f12c18863ffa3a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee16f7c7d0a56b67d5a4f020008f73488e09907a5f9f61136296d66ab253d852",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-06T18:52:21Z",
    "title_canon_sha256": "c1a246dee3d99cc0b68da8a8d0252bd50c21cd5e12c7a0bb97d33bbdb3b04a4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.02831",
    "kind": "arxiv",
    "version": 3
  }
}