Pith Number

pith:57VM3GD3

pith:2024:57VM3GD3PIO5IMJ66W476Z3GEZ

not attested not anchored not stored refs pending

Learning Gaussian Multi-Index Models with Gradient Flow: Time Complexity and Directional Convergence

Amire Bendjeddou, Berfin \c{S}im\c{s}ek, Daniel Hsu

arxiv:2411.08798 v2 · 2024-11-13 · cs.LG · cs.NE · math.AG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{57VM3GD3PIO5IMJ66W476Z3GEZ}

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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

2 papers in Pith

Flat Channels to Infinity in Neural Loss Landscapes

Scaling Laws from Sequential Feature Recovery: A Solvable Hierarchical Model

Receipt and verification

First computed	2026-07-05T10:28:26.208733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efeacd987b7a1dd4313ef5b9ff6766267af3f03cc4e0702570c2ef8016267ca2

Aliases

arxiv: 2411.08798 · arxiv_version: 2411.08798v2 · doi: 10.48550/arxiv.2411.08798 · pith_short_12: 57VM3GD3PIO5 · pith_short_16: 57VM3GD3PIO5IMJ6 · pith_short_8: 57VM3GD3

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/57VM3GD3PIO5IMJ66W476Z3GEZ \
  | 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: efeacd987b7a1dd4313ef5b9ff6766267af3f03cc4e0702570c2ef8016267ca2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f520dd461ce59495fc2ebc417ef070736104878e2ac89ec3b5d9a6689b74e77a",
    "cross_cats_sorted": [
      "cs.NE",
      "math.AG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-13T17:25:25Z",
    "title_canon_sha256": "b2422a18c7a40e919744a2ad728ab82dac7d99fa69549b09f9109a4c55cd440a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08798",
    "kind": "arxiv",
    "version": 2
  }
}