Pith Number

pith:HGD4EJ7T

pith:2023:HGD4EJ7T2OMYZML5WKYB5NW2YJ

not attested not anchored not stored refs pending

Correlated Noise Provably Beats Independent Noise for Differentially Private Learning

Abhradeep Thakurta, Arun Ganesh, Christopher A. Choquette-Choo, Krishnamurthy Dvijotham, Krishna Pillutla, Thomas Steinke

arxiv:2310.06771 v2 · 2023-10-10 · cs.LG · cs.AI · cs.CR · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGD4EJ7T2OMYZML5WKYB5NW2YJ}

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

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

Receipt and verification

First computed	2026-07-05T08:16:42.955919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3987c227f3d3998cb17db2b01eb6dac271e23b6d7f64d533b9f38abbe61ad80b

Aliases

arxiv: 2310.06771 · arxiv_version: 2310.06771v2 · doi: 10.48550/arxiv.2310.06771 · pith_short_12: HGD4EJ7T2OMY · pith_short_16: HGD4EJ7T2OMYZML5 · pith_short_8: HGD4EJ7T

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/HGD4EJ7T2OMYZML5WKYB5NW2YJ \
  | 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: 3987c227f3d3998cb17db2b01eb6dac271e23b6d7f64d533b9f38abbe61ad80b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3179dfebb823d07a4d9ba3ae8407dc8cb7ecfa4fceef57566ce80eb9752d672d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-10T16:48:18Z",
    "title_canon_sha256": "2533f40e2e0c3c8a8d7286bd03d2b6abbd975d2564373edc7f0da181497c42d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06771",
    "kind": "arxiv",
    "version": 2
  }
}