Pith Number

pith:SAISBTRW

pith:2025:SAISBTRWLUOLJCUL4SZRALQYGJ

not attested not anchored not stored refs pending

MARCO: Hardware-Aware Neural Architecture Search for Edge Devices with Multi-Agent Reinforcement Learning and Conformal Prediction Filtering

Arya Fayyazi, Massoud Pedram, Mehdi Kamal

arxiv:2506.13755 v1 · 2025-06-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SAISBTRWLUOLJCUL4SZRALQYGJ}

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	2026-07-05T11:22:26.161203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

901120ce365d1cb48a8be4b3102e18327fe87587760a38143042fab0c867bfd8

Aliases

arxiv: 2506.13755 · arxiv_version: 2506.13755v1 · doi: 10.48550/arxiv.2506.13755 · pith_short_12: SAISBTRWLUOL · pith_short_16: SAISBTRWLUOLJCUL · pith_short_8: SAISBTRW

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/SAISBTRWLUOLJCUL4SZRALQYGJ \
  | 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: 901120ce365d1cb48a8be4b3102e18327fe87587760a38143042fab0c867bfd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fc7d476206aa1969b6a71fa7087a50afe4a0b51b41097e990b69f208bdc0287",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-16T17:58:09Z",
    "title_canon_sha256": "894a19637d92bf4bb60b4cea75bb4796233b5fc15821988fa66973b9a7db7c51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13755",
    "kind": "arxiv",
    "version": 1
  }
}