Pith Number

pith:BTYRUS7B

pith:2015:BTYRUS7BUF4OXJFVR45RYUSNXQ

not attested not anchored not stored refs pending

Adaptive Normalized Risk-Averting Training For Deep Neural Networks

James Lo, Tim Oates, Zhiguang Wang

arxiv:1506.02690 v3 · 2015-06-08 · 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{BTYRUS7BUF4OXJFVR45RYUSNXQ}

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.

Receipt and verification

First computed	2026-05-18T01:12:40.575173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0cf11a4be1a178eba4b58f3b1c524dbc0af5936183d61b060a5ae6610dbcea69

Aliases

arxiv: 1506.02690 · arxiv_version: 1506.02690v3 · doi: 10.48550/arxiv.1506.02690 · pith_short_12: BTYRUS7BUF4O · pith_short_16: BTYRUS7BUF4OXJFV · pith_short_8: BTYRUS7B

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/BTYRUS7BUF4OXJFVR45RYUSNXQ \
  | 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: 0cf11a4be1a178eba4b58f3b1c524dbc0af5936183d61b060a5ae6610dbcea69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "730db6efececb469c505a701867f592f72c5c4545a8da7b13eb1b3c0a817c144",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-06-08T20:42:12Z",
    "title_canon_sha256": "82c082b730564f77392e525c0b8165708fefc5af314d0a5109197c72ae7b0f01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1506.02690",
    "kind": "arxiv",
    "version": 3
  }
}