Pith Number

pith:GSXNLPNT

pith:2024:GSXNLPNT5KZ5BDPCQ4LJXQREF2

not attested not anchored not stored refs pending

Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxation

Amogh Mahapatra, Bobbie Chern, Eric Eckstrand, Johannes O. Royset, Louis L. Chen

arxiv:2405.20531 v2 · 2024-05-30 · 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{GSXNLPNT5KZ5BDPCQ4LJXQREF2}

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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

Risk-averse optimization under distributional uncertainty with Rockafellian relaxation

Receipt and verification

First computed	2026-07-05T10:14:41.026040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34aed5bdb3eab3d08de287169bc2242ea03ab7b0c3d0e0e6b9f34951db815bec

Aliases

arxiv: 2405.20531 · arxiv_version: 2405.20531v2 · doi: 10.48550/arxiv.2405.20531 · pith_short_12: GSXNLPNT5KZ5 · pith_short_16: GSXNLPNT5KZ5BDPC · pith_short_8: GSXNLPNT

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/GSXNLPNT5KZ5BDPCQ4LJXQREF2 \
  | 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: 34aed5bdb3eab3d08de287169bc2242ea03ab7b0c3d0e0e6b9f34951db815bec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c019a485bc706b1bebfb9b427279c713e609227fd0fd65d37b4c70154e2d473b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T23:13:01Z",
    "title_canon_sha256": "65329c040b7f10537be4cb18414e158a00b2b66a84b35091eedfd309d41dd6a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20531",
    "kind": "arxiv",
    "version": 2
  }
}