Pith Number

pith:TQWXC2YS

pith:2022:TQWXC2YSTNROJOIUX4OP3WECJT

not attested not anchored not stored refs pending

Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data

Dayananda Herurkar, J\"orn Hees, Timur Sattarov

arxiv:2209.10658 v2 · 2022-09-21 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TQWXC2YSTNROJOIUX4OP3WECJT}

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.

Cited by

1 paper in Pith

Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking

Receipt and verification

First computed	2026-07-05T05:02:44.568575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c2d716b129b62e4b914bf1cfdd8824cd27ec84dfe0642f49f8a7f5328032bac

Aliases

arxiv: 2209.10658 · arxiv_version: 2209.10658v2 · doi: 10.48550/arxiv.2209.10658 · pith_short_12: TQWXC2YSTNRO · pith_short_16: TQWXC2YSTNROJOIU · pith_short_8: TQWXC2YS

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/TQWXC2YSTNROJOIUX4OP3WECJT \
  | 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: 9c2d716b129b62e4b914bf1cfdd8824cd27ec84dfe0642f49f8a7f5328032bac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f016421f53c9ad34c4bfb053eb57075c2281cabc0bdda1186764fb20faa6710d",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-21T21:02:22Z",
    "title_canon_sha256": "0daeb27d738e1943410bd110f5cab44ec6d2dfbccd237e9f311d35b9bd643a0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.10658",
    "kind": "arxiv",
    "version": 2
  }
}