Pith Number

pith:JWZ4V7HA

pith:2022:JWZ4V7HA36FQF46PYTAWPDGIW7

not attested not anchored not stored refs pending

Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions

Gautam Shroff, Jyoti Narwariya, Lovekesh Vig, Pankaj Malhotra, Vibhor Gupta

arxiv:2203.06852 v1 · 2022-03-14 · 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{JWZ4V7HA36FQF46PYTAWPDGIW7}

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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

A Meta Reinforcement Learning Approach to Goals-Based Wealth Management

Receipt and verification

First computed	2026-07-05T04:04:56.652054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4db3cafce0df8b02f3cfc4c1678cc8b7e55ecdabfb1b5a26ee8d7e9586c828d7

Aliases

arxiv: 2203.06852 · arxiv_version: 2203.06852v1 · doi: 10.48550/arxiv.2203.06852 · pith_short_12: JWZ4V7HA36FQ · pith_short_16: JWZ4V7HA36FQF46P · pith_short_8: JWZ4V7HA

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/JWZ4V7HA36FQF46PYTAWPDGIW7 \
  | 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: 4db3cafce0df8b02f3cfc4c1678cc8b7e55ecdabfb1b5a26ee8d7e9586c828d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a4a739d61c7f87495155b87f3b0f360d1928fd88f3894287d1f11a9fe1c9748",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-14T04:41:02Z",
    "title_canon_sha256": "3cda92a84ba02d3f608165b4259c163cf0deb538c6d39e9fefd9ed32f732cdd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06852",
    "kind": "arxiv",
    "version": 1
  }
}