Pith Number

pith:2DISIRF2

pith:2019:2DISIRF23OPHSEUXAK4PHLFCWT

not attested not anchored not stored refs pending

Asymptotics of MAP Inference in Deep Networks

Alyson K. Fletcher, Mojtaba Sahraee, Parthe Pandit, Sundeep Rangan

arxiv:1903.01293 v1 · 2019-03-01 · cs.IT · math.IT · stat.ML

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\usepackage{pith}
\pithnumber{2DISIRF23OPHSEUXAK4PHLFCWT}

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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

Concentration of the matrix-valued minimum mean-square error in optimal Bayesian inference

Receipt and verification

First computed	2026-05-17T23:52:09.176994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0d12444badb9e79129702b8f3aca2b4cc017f76ed2340d3848a32399a3b53af

Aliases

arxiv: 1903.01293 · arxiv_version: 1903.01293v1 · doi: 10.48550/arxiv.1903.01293 · pith_short_12: 2DISIRF23OPH · pith_short_16: 2DISIRF23OPHSEUX · pith_short_8: 2DISIRF2

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/2DISIRF23OPHSEUXAK4PHLFCWT \
  | 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: d0d12444badb9e79129702b8f3aca2b4cc017f76ed2340d3848a32399a3b53af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40201fd317a874a7e2e1cda9b74704e89e03c0024b1df9ac6d9425a31136b34b",
    "cross_cats_sorted": [
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2019-03-01T16:25:55Z",
    "title_canon_sha256": "9c71b6274d94104e857ba3d2ef1f5898124dd573e0d6903d939ea11686b7cbcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.01293",
    "kind": "arxiv",
    "version": 1
  }
}