Pith Number

pith:B4G4Z776

pith:2023:B4G4Z776OVQE24ZMG7CDNNPBGU

not attested not anchored not stored refs pending

Towards a Better Theoretical Understanding of Independent Subnetwork Training

Egor Shulgin, Peter Richt\'arik

arxiv:2306.16484 v2 · 2023-06-28 · cs.LG · cs.DC · 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{B4G4Z776OVQE24ZMG7CDNNPBGU}

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

Scalable Distributed Stochastic Optimization via Bidirectional Compression: Beyond Pessimistic Limits

Receipt and verification

First computed	2026-07-05T08:26:57.778615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f0dccfffe75604d732c37c436b5e13525b033cd5dd484c8f227f3bab7817d81

Aliases

arxiv: 2306.16484 · arxiv_version: 2306.16484v2 · doi: 10.48550/arxiv.2306.16484 · pith_short_12: B4G4Z776OVQE · pith_short_16: B4G4Z776OVQE24ZM · pith_short_8: B4G4Z776

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/B4G4Z776OVQE24ZMG7CDNNPBGU \
  | 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: 0f0dccfffe75604d732c37c436b5e13525b033cd5dd484c8f227f3bab7817d81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb29ef52deda8a958960a944ce9a41ee881d4d893ddc5e85870f57b55ee40c09",
    "cross_cats_sorted": [
      "cs.DC",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-28T18:14:22Z",
    "title_canon_sha256": "1ff900008ec209b9c296d5f9930cdd703d1634b24f46e2d8063cc789efad03ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.16484",
    "kind": "arxiv",
    "version": 2
  }
}