Pith Number

pith:MPTKNRYX

pith:2023:MPTKNRYXV2OL6ISPUWQM5D6MRK

not attested not anchored not stored refs pending

Adaptive Early Exiting for Collaborative Inference over Noisy Wireless Channels

Deniz Gunduz, Krystian Mikolajczyk, Mikolaj Jankowski

arxiv:2311.18098 v1 · 2023-11-29 · cs.LG · cs.IT · cs.NI · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MPTKNRYXV2OL6ISPUWQM5D6MRK}

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	2026-07-05T07:18:37.029488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63e6a6c717ae9cbf224fa5a0ce8fcc8a8e6600122fc6b639dbeb6dc5e7aa1dac

Aliases

arxiv: 2311.18098 · arxiv_version: 2311.18098v1 · doi: 10.48550/arxiv.2311.18098 · pith_short_12: MPTKNRYXV2OL · pith_short_16: MPTKNRYXV2OL6ISP · pith_short_8: MPTKNRYX

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/MPTKNRYXV2OL6ISPUWQM5D6MRK \
  | 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: 63e6a6c717ae9cbf224fa5a0ce8fcc8a8e6600122fc6b639dbeb6dc5e7aa1dac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bd71d415998fb1a7f25e369e3727e9fb72889e2148d9e960c01ad658ac2335f",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.NI",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-29T21:31:59Z",
    "title_canon_sha256": "d54bcb88eda1924670c1da94f9c51bfee54bada877c609ad98483fc286e0dac2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18098",
    "kind": "arxiv",
    "version": 1
  }
}