Pith Number

pith:MKYGUPQQ

pith:2024:MKYGUPQQX6RWMAOJVXG46ZKZKL

not attested not anchored not stored refs pending

Learning from Aggregate responses: Instance Level versus Bag Level Loss Functions

Adel Javanmard, Ashwinkumar Badanidiyuru, Gang Fu, Lin Chen, Vahab Mirrokni

arxiv:2401.11081 v1 · 2024-01-20 · cs.LG · cs.AI · math.ST · stat.ML · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MKYGUPQQX6RWMAOJVXG46ZKZKL}

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	2026-07-05T07:35:45.403926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62b06a3e10bfa36601c9adcdcf655952f76d9365e182671df0083a433627ab54

Aliases

arxiv: 2401.11081 · arxiv_version: 2401.11081v1 · doi: 10.48550/arxiv.2401.11081 · pith_short_12: MKYGUPQQX6RW · pith_short_16: MKYGUPQQX6RWMAOJ · pith_short_8: MKYGUPQQ

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/MKYGUPQQX6RWMAOJVXG46ZKZKL \
  | 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: 62b06a3e10bfa36601c9adcdcf655952f76d9365e182671df0083a433627ab54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b33f31508255b3cef287316846d49f6ebdbe33216565ad762f39cc966a5b5341",
    "cross_cats_sorted": [
      "cs.AI",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-20T02:14:11Z",
    "title_canon_sha256": "40492c7d550617128addee109b92a3db26d29c971a405138d14c7c847820f609"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.11081",
    "kind": "arxiv",
    "version": 1
  }
}