Pith Number

pith:KB3LEPHJ

pith:2025:KB3LEPHJSIOEVXKI75LGJJ4UFE

not attested not anchored not stored refs pending

Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning

Arvind Ramaswami, Idan Attias, Steve Hanneke

arxiv:2506.00135 v1 · 2025-05-30 · cs.LG · cs.DS · 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{KB3LEPHJSIOEVXKI75LGJJ4UFE}

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	2026-07-05T11:13:29.524537Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5076b23ce9921c4add48ff5664a7942931139c271de9efb2c68cfecc8b86483c

Aliases

arxiv: 2506.00135 · arxiv_version: 2506.00135v1 · doi: 10.48550/arxiv.2506.00135 · pith_short_12: KB3LEPHJSIOE · pith_short_16: KB3LEPHJSIOEVXKI · pith_short_8: KB3LEPHJ

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/KB3LEPHJSIOEVXKI75LGJJ4UFE \
  | 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: 5076b23ce9921c4add48ff5664a7942931139c271de9efb2c68cfecc8b86483c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3444603129a344f25c5b6e6e7693e86d0be27b958fa4b25dfa66b03e33600df4",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-30T18:11:58Z",
    "title_canon_sha256": "2e814eceff86f8c0914d4dbef44e4a232980ddfa50a7b96e05e61dcd92479bc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00135",
    "kind": "arxiv",
    "version": 1
  }
}