Pith Number

pith:WR7DIJPB

pith:2020:WR7DIJPBMIQA4PVOMBGYYGV3JU

not attested not anchored not stored refs pending

Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization

Aditya Lohana, Akash Kumar, Alan Mishchenko, Augusto Berndt, Azadeh Davoodi, Brunno A. de Abreu, Cristina Meinhardt, David Z. Pan, Guilherme B. Manske, Hanyu Wang, Hoa-Ren Wang, Isac de Souza Campos, Jiaqi Gu, Jie-Hong R. Jiang, Jonata T. Carvalho, Jordan Dotzel, Leomar S. da Rosa Junior, Marilton S. de Aguiar, Mateus Grellert, Matheus F. Pontes, Mingfei Yu, Paulo F. Butzen, Pierre-Emmanuel Gaillardon, Po-Chun Chien, Qingyang Yi Masahiro Fujita, Rasit O. Topaloglu, Satrajit Chatterjee, Sergio Bampi, Shubham Rai, Valerio Tenace, Walter Lau Neto, Wei Zeng, Xinpei Zhang, Yichi Zhang, Yuan Zhou, Yukio Miyasaka, Yu-Shan Huang, Zheng Zhao, Zhiru Zhang, Zixuan Jiang

arxiv:2012.02530 v2 · 2020-12-04 · 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{WR7DIJPBMIQA4PVOMBGYYGV3JU}

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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.

Cited by

1 paper in Pith

OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine Learning Tasks in Logic Synthesis

Receipt and verification

First computed	2026-07-05T01:59:35.846072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b47e3425e162200e3eae604d8c1abb4d2a413c9934d170e3cf4a9d70985f795a

Aliases

arxiv: 2012.02530 · arxiv_version: 2012.02530v2 · doi: 10.48550/arxiv.2012.02530 · pith_short_12: WR7DIJPBMIQA · pith_short_16: WR7DIJPBMIQA4PVO · pith_short_8: WR7DIJPB

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/WR7DIJPBMIQA4PVOMBGYYGV3JU \
  | 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: b47e3425e162200e3eae604d8c1abb4d2a413c9934d170e3cf4a9d70985f795a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8630ca2de78f5b2f45a471a02579cf66cff280995b0b9a54f1f0f8628ba4747",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-04T11:23:01Z",
    "title_canon_sha256": "f596f5af3fbd990d7f0900b4deb26dd5135e95e053baf81d7539896f327bc2f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.02530",
    "kind": "arxiv",
    "version": 2
  }
}