Pith Number

pith:ZP52RUVK

pith:2018:ZP52RUVK4GNIS65HYR4YESLNPJ

not attested not anchored not stored refs pending

Learning in Non-convex Games with an Optimization Oracle

Alon Gonen, Elad Hazan, Naman Agarwal

arxiv:1810.07362 v7 · 2018-10-17 · 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{ZP52RUVK4GNIS65HYR4YESLNPJ}

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	2026-05-17T23:44:47.986182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbfba8d2aae19a897ba7c47982496d7a6a9b3b55f3e5a36baa5c7a6d926c6f8b

Aliases

arxiv: 1810.07362 · arxiv_version: 1810.07362v7 · doi: 10.48550/arxiv.1810.07362 · pith_short_12: ZP52RUVK4GNI · pith_short_16: ZP52RUVK4GNIS65H · pith_short_8: ZP52RUVK

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/ZP52RUVK4GNIS65HYR4YESLNPJ \
  | 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: cbfba8d2aae19a897ba7c47982496d7a6a9b3b55f3e5a36baa5c7a6d926c6f8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d52ebbc187a16e15fd15a7522e3fc810ff01d1ae13608feb9538d64276046c44",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-17T02:46:30Z",
    "title_canon_sha256": "fbcd986ac13880efc7b4adb3aa0b08c78f6a1c1a11158d3df8c5d1cb3cbcf9e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.07362",
    "kind": "arxiv",
    "version": 7
  }
}