Paper Citation Record · LEDGER

A Neural Network Based Choice Model for Assortment Optimization

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2308.05617.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2308.05617 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:23:51.356859Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T02:41:17.664100Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e647681f-d6bc-4992-86aa-94fad1797111 · inbound

OMGPT: A Sequence Modeling Framework for Data-driven Operational Decision Making cites this paper.

OMGPT: A Sequence Modeling Framework for Data-driven Operational Decision Making A Neural Network Based Choice Model for Assortment Optimization

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T20:23:51.356859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c6a5ce-89c0-4a51-9cac-9c82c7b6ed4f · inbound

InvEvolve: Evolving White-Box Inventory Policies via Large Language Models with Performance Guarantees cites this paper.

InvEvolve: Evolving White-Box Inventory Policies via Large Language Models with Performance Guarantees A Neural Network Based Choice Model for Assortment Optimization

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:31:08.102091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 81c9f54d-6be1-4472-b3dc-06c3b035a5eb · inbound

InvEvolve: Evolving White-Box Inventory Policies via Large Language Models with Performance Guarantees cites this paper.

InvEvolve: Evolving White-Box Inventory Policies via Large Language Models with Performance Guarantees A Neural Network Based Choice Model for Assortment Optimization

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:41:17.665740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8990980f-69f9-48a9-9fd8-1bb3840f194f · inbound

Diffusion-Based Data-Driven Assortment Optimization cites this paper.

Diffusion-Based Data-Driven Assortment Optimization A Neural Network Based Choice Model for Assortment Optimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:32.880501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.