Pith Number

pith:KSUY6JYS

pith:2024:KSUY6JYSS2LEG6CJHZRLAUX2NT

not attested not anchored not stored refs pending

Always-Sparse Training by Growing Connections with Guided Stochastic Exploration

Alexandru Nicolau, Mike Heddes, Narayan Srinivasa, Tony Givargis

arxiv:2401.06898 v2 · 2024-01-12 · 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{KSUY6JYSS2LEG6CJHZRLAUX2NT}

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

Sparser Training for On-Device Recommendation Systems

Receipt and verification

First computed	2026-07-05T10:56:04.894978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54a98f271296964378493e62b052fa6cd2d11b86f9cce94edae77bf0ede25fa4

Aliases

arxiv: 2401.06898 · arxiv_version: 2401.06898v2 · doi: 10.48550/arxiv.2401.06898 · pith_short_12: KSUY6JYSS2LE · pith_short_16: KSUY6JYSS2LEG6CJ · pith_short_8: KSUY6JYS

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/KSUY6JYSS2LEG6CJHZRLAUX2NT \
  | 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: 54a98f271296964378493e62b052fa6cd2d11b86f9cce94edae77bf0ede25fa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52c3b4bdf147981b84925bc93bc29d77801b9f2373138a57800dbfd84f18509b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-12T21:32:04Z",
    "title_canon_sha256": "487d976a8d4f3d79c6ccc8a44e16ffb5dc55933c553469553ad559054358574d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06898",
    "kind": "arxiv",
    "version": 2
  }
}