Pith Number

pith:3JCZI2RJ

pith:2026:3JCZI2RJZX7UK3ITIN2NL6O3LW

not attested not anchored not stored refs pending

UNVaMP: Neural Knowledge Tracing with Variational Regularization of Latent Knowledge Dynamics

Ahmed J. Zerouali, Anthony Schmidt, Carson J. Cook, Luke G. Eglington, Paul Lin, Reginald Ziedzor

arxiv:2608.03811 v1 · 2026-08-04 · cs.LG · cs.CY

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3JCZI2RJZX7UK3ITIN2NL6O3LW}

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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

UNVaMP: Neural Knowledge Tracing with Variational Regularization of Latent Knowledge Dynamics

Receipt and verification

First computed	2026-08-05T01:37:10.757014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da45946a29cdff456d134374d5f9db5db95f636d3df682fa6bbc2022ead0c3a5

Aliases

arxiv: 2608.03811 · arxiv_version: 2608.03811v1 · doi: 10.48550/arxiv.2608.03811 · pith_short_12: 3JCZI2RJZX7U · pith_short_16: 3JCZI2RJZX7UK3IT · pith_short_8: 3JCZI2RJ

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/3JCZI2RJZX7UK3ITIN2NL6O3LW \
  | 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: da45946a29cdff456d134374d5f9db5db95f636d3df682fa6bbc2022ead0c3a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e725817b4241951eeab37edce2d9ae67f653502bcbd6f9d9156d1e9d89658495",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-04T15:22:37Z",
    "title_canon_sha256": "07659ccf377956b1422ca190fd7bde68eb9313647c83576af425199dac14dd84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03811",
    "kind": "arxiv",
    "version": 1
  }
}