Pith Number

pith:SH245CAN

pith:2024:SH245CANO3PDDKHXMQHQPPV72Y

not attested not anchored not stored refs pending

Fair Resource Allocation in Multi-Task Learning

Hao Ban, Kaiyi Ji

arxiv:2402.15638 v2 · 2024-02-23 · 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{SH245CANO3PDDKHXMQHQPPV72Y}

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

TOPPO: Rethinking PPO for Multi-Task Reinforcement Learning with Critic Balancing

Receipt and verification

First computed	2026-07-05T08:38:57.735275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91f5ce880d76de31a8f7640f07bebfd631a685a7bb4bf6e7e32b9d622a12a7a0

Aliases

arxiv: 2402.15638 · arxiv_version: 2402.15638v2 · doi: 10.48550/arxiv.2402.15638 · pith_short_12: SH245CANO3PD · pith_short_16: SH245CANO3PDDKHX · pith_short_8: SH245CAN

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/SH245CANO3PDDKHXMQHQPPV72Y \
  | 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: 91f5ce880d76de31a8f7640f07bebfd631a685a7bb4bf6e7e32b9d622a12a7a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c442eddec49c6e856ae1a5f1bf322f142caa0ab6e47861919260dcf570a2ac60",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-23T22:46:14Z",
    "title_canon_sha256": "3f1537422dddff1fcc9304a6ffeece5a31fabf7e046b629ab986da4294a9b8ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15638",
    "kind": "arxiv",
    "version": 2
  }
}