Pith Number

pith:2TI7N45Z

pith:2018:2TI7N45ZMNRZZPOOBE6CPOL46G

not attested not anchored not stored refs pending

An Online-Learning Approach to Inverse Optimization

Alexander Martin, Andreas B\"armann, Oskar Schneider, Sebastian Pokutta

arxiv:1810.12997 v2 · 2018-10-30 · math.OC · cs.AI · 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{2TI7N45ZMNRZZPOOBE6CPOL46G}

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.

Cited by

1 paper in Pith

Finite and Corruption-Robust Regret Bounds in Online Inverse Linear Optimization under M-Convex Action Sets

Receipt and verification

First computed	2026-07-05T00:51:01.158855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4d1f6f3b963639cbdce093c27b97cf181247338ef52c42e79957525942e071b

Aliases

arxiv: 1810.12997 · arxiv_version: 1810.12997v2 · doi: 10.48550/arxiv.1810.12997 · pith_short_12: 2TI7N45ZMNRZ · pith_short_16: 2TI7N45ZMNRZZPOO · pith_short_8: 2TI7N45Z

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/2TI7N45ZMNRZZPOOBE6CPOL46G \
  | 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: d4d1f6f3b963639cbdce093c27b97cf181247338ef52c42e79957525942e071b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58ff9238863dea00715f7cd9d719c835a241eab29574ec316a15df2e7001d384",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2018-10-30T20:43:04Z",
    "title_canon_sha256": "fc4020169dee269584d11136923f9457cfac8286e6150f459de17de2491eacee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.12997",
    "kind": "arxiv",
    "version": 2
  }
}