Pith Number

pith:KYUNULHU

pith:2021:KYUNULHU43JT727KY76EEBLQ3A

not attested not anchored not stored refs pending

Connecting Interpretability and Robustness in Decision Trees through Separation

Kamalika Chaudhuri, Michal Moshkovitz, Yao-Yuan Yang

arxiv:2102.07048 v1 · 2021-02-14 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KYUNULHU43JT727KY76EEBLQ3A}

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

Robustness questions the interpretability of graph neural networks: what to do?

Receipt and verification

First computed	2026-07-05T02:15:00.855562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5628da2cf4e6d33febeac7fc420570d804efe1ab0992db8f2bab07e9d15dac36

Aliases

arxiv: 2102.07048 · arxiv_version: 2102.07048v1 · doi: 10.48550/arxiv.2102.07048 · pith_short_12: KYUNULHU43JT · pith_short_16: KYUNULHU43JT727K · pith_short_8: KYUNULHU

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/KYUNULHU43JT727KY76EEBLQ3A \
  | 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: 5628da2cf4e6d33febeac7fc420570d804efe1ab0992db8f2bab07e9d15dac36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e46d4f10fe86bb18e87149e873f7577178715ca39da9aa0fd9e83db27633c37",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-14T02:08:01Z",
    "title_canon_sha256": "beb179b09a3b54db3edc89811deffbb2d8f2cb351741e90b558fc33faa834661"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.07048",
    "kind": "arxiv",
    "version": 1
  }
}