Pith Number

pith:EOPJYU7B

pith:2024:EOPJYU7B66WHWMJH2WEQOD2IBD

not attested not anchored not stored refs pending

Sparser, Better, Deeper, Stronger: Improving Sparse Training with Exact Orthogonal Initialization

Aleksandra Irena Nowak, Filip Szatkowski, Jacek Tabor, {\L}ukasz Gniecki

arxiv:2406.01755 v1 · 2024-06-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EOPJYU7B66WHWMJH2WEQOD2IBD}

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

Heterogeneous Connectivity in Sparse Networks: Fan-in Profiles, Gradient Hierarchy, and Topological Equilibria

Receipt and verification

First computed	2026-07-05T08:26:48.061706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

239e9c53e1f7ac7b3127d589070f4808ccc15c8f1826573fcc74fe8690c7c7c4

Aliases

arxiv: 2406.01755 · arxiv_version: 2406.01755v1 · doi: 10.48550/arxiv.2406.01755 · pith_short_12: EOPJYU7B66WH · pith_short_16: EOPJYU7B66WHWMJH · pith_short_8: EOPJYU7B

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/EOPJYU7B66WHWMJH2WEQOD2IBD \
  | 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: 239e9c53e1f7ac7b3127d589070f4808ccc15c8f1826573fcc74fe8690c7c7c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c6c46292233f48f90029885ac3d60559e2d2dc3c85dc5b7be74b9f15c9acd9f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-03T19:44:47Z",
    "title_canon_sha256": "1bd16c436c7d7e02bc1f21d837f69a4b58913af81c821427bdbe0e5c87b85ddd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01755",
    "kind": "arxiv",
    "version": 1
  }
}