Pith Number

pith:O4O6KYQJ

pith:2020:O4O6KYQJCI4EUHMTZPKRB3YSN6

not attested not anchored not stored refs pending

On the Rademacher Complexity of Linear Hypothesis Sets

Mehryar Mohri, Natalie Frank, Pranjal Awasthi

arxiv:2007.11045 v1 · 2020-07-21 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O4O6KYQJCI4EUHMTZPKRB3YSN6}

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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

1 paper in Pith

Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel

Receipt and verification

First computed	2026-07-05T01:21:22.014507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

771de5620912384a1d93cbd510ef126f90a21b1e29c102691ab3d612bfe6e2d6

Aliases

arxiv: 2007.11045 · arxiv_version: 2007.11045v1 · doi: 10.48550/arxiv.2007.11045 · pith_short_12: O4O6KYQJCI4E · pith_short_16: O4O6KYQJCI4EUHMT · pith_short_8: O4O6KYQJ

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/O4O6KYQJCI4EUHMTZPKRB3YSN6 \
  | 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: 771de5620912384a1d93cbd510ef126f90a21b1e29c102691ab3d612bfe6e2d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f01b349745aa53c794163e931ae26e4dfa296398100891649c325cf35603a468",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-21T19:08:21Z",
    "title_canon_sha256": "76be4afc026732b35fde8e5ed9c9b6d560f6e4d384ea1584c331c9601cdd4af0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.11045",
    "kind": "arxiv",
    "version": 1
  }
}