Pith Number

pith:2IDMEMU2

pith:2017:2IDMEMU2ZRXMY2JQR66CMP7CBS

not attested not anchored not stored refs pending

Spectrally-normalized margin bounds for neural networks

Dylan J. Foster, Matus Telgarsky, Peter Bartlett

arxiv:1706.08498 v2 · 2017-06-26 · cs.LG · cs.NE · 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{2IDMEMU2ZRXMY2JQR66CMP7CBS}

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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

Optimized Deferral for Imbalanced Settings

Feature Starvation as Geometric Instability in Sparse Autoencoders

Receipt and verification

First computed	2026-05-18T00:28:55.272416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d206c2329acc6ecc69308fbc263fe20c89071bdc2870d79606dd2a4fbe419667

Aliases

arxiv: 1706.08498 · arxiv_version: 1706.08498v2 · doi: 10.48550/arxiv.1706.08498 · pith_short_12: 2IDMEMU2ZRXM · pith_short_16: 2IDMEMU2ZRXMY2JQ · pith_short_8: 2IDMEMU2

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/2IDMEMU2ZRXMY2JQR66CMP7CBS \
  | 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: d206c2329acc6ecc69308fbc263fe20c89071bdc2870d79606dd2a4fbe419667

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "444c4210dbd26364fbea772a375c61a12c7f3ab252e83b1b389687dd92bf57b4",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-26T17:43:48Z",
    "title_canon_sha256": "52540d5254a7246d50144614babee52e157c95e5b6a9e64bada44e5784022493"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.08498",
    "kind": "arxiv",
    "version": 2
  }
}