Pith Number

pith:LI7DPSLA

pith:2019:LI7DPSLASBBPZA3I5DJSXYRHFX

not attested not anchored not stored refs pending

Online Optimization with Predictions and Non-convex Losses

Adam Wierman, Gautam Goel, Yiheng Lin

arxiv:1911.03827 v2 · 2019-11-10 · 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{LI7DPSLASBBPZA3I5DJSXYRHFX}

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	2026-07-05T00:35:34.230127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a3e37c9609042fc8368e8d32be2272dc340d5782758b0cf25d6df58714f4fee

Aliases

arxiv: 1911.03827 · arxiv_version: 1911.03827v2 · doi: 10.48550/arxiv.1911.03827 · pith_short_12: LI7DPSLASBBP · pith_short_16: LI7DPSLASBBPZA3I · pith_short_8: LI7DPSLA

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/LI7DPSLASBBPZA3I5DJSXYRHFX \
  | 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: 5a3e37c9609042fc8368e8d32be2272dc340d5782758b0cf25d6df58714f4fee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aba6ff2b0e6bcbc883bf71e309e4dfe19716f4f192ba28f473b01d0ea1522456",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-10T02:01:20Z",
    "title_canon_sha256": "a1ac9d68f0c7d7414287d1c78e7c4d1020e89a7c6dce1cd34134428451eac05e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.03827",
    "kind": "arxiv",
    "version": 2
  }
}