Pith Number

pith:GPDIU4K7

pith:2019:GPDIU4K7UYKLC7DV72DA5BGIWF

not attested not anchored not stored refs pending

Adaptive Scheduling for Multi-Task Learning

Melvin Johnson, Orhan Firat, S\'ebastien Jean

arxiv:1909.06434 v1 · 2019-09-13 · cs.LG · cs.CL · 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{GPDIU4K7UYKLC7DV72DA5BGIWF}

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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

Learning in Deep Networks under Dale's Constraint

Receipt and verification

First computed	2026-07-05T00:04:46.031094Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33c68a715fa614b17c75fe860e84c8b1412e93ca3c337b7493b0d2f0a83a1ae3

Aliases

arxiv: 1909.06434 · arxiv_version: 1909.06434v1 · doi: 10.48550/arxiv.1909.06434 · pith_short_12: GPDIU4K7UYKL · pith_short_16: GPDIU4K7UYKLC7DV · pith_short_8: GPDIU4K7

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/GPDIU4K7UYKLC7DV72DA5BGIWF \
  | 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: 33c68a715fa614b17c75fe860e84c8b1412e93ca3c337b7493b0d2f0a83a1ae3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f93af39f54f562a3f6cce0add85e0c39fe44da9ec0f823420705066a84527617",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-13T20:23:40Z",
    "title_canon_sha256": "a65e8224af97888d9f82a6d37fec18b4932266154b2d50c2cf28b9bcafbfb990"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.06434",
    "kind": "arxiv",
    "version": 1
  }
}