Paper Citation Record · LEDGER

Fair Resource Allocation in Multi-Task Learning

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2402.15638.

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

pith.paper-citation-record.v1
2402.15638 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:01:24.058247Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T01:52:05.728503Z

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 f3a5d764-f179-4026-b3c3-db053b6b85eb · inbound

PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization cites this paper.

PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization Fair Resource Allocation in Multi-Task Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:30.169348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a9803c-bf16-4e7b-bf9c-be9c5990a1bf · inbound

U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection cites this paper.

U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection Fair Resource Allocation in Multi-Task Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T19:53:43.096217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d16e5144-f9a8-4058-bfa5-f7d3dd021705 · inbound

PiKE: Adaptive Data Mixing for Large-Scale Multi-Task Learning Under Low Gradient Conflicts cites this paper.

PiKE: Adaptive Data Mixing for Large-Scale Multi-Task Learning Under Low Gradient Conflicts Fair Resource Allocation in Multi-Task Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T16:20:38.048244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58ab9e0a-8084-4209-9324-0f3d10395d42 · inbound

Joint Optimization of User Association and Resource Allocation for Load Balancing With Multi-Level Fairness cites this paper.

Joint Optimization of User Association and Resource Allocation for Load Balancing With Multi-Level Fairness Fair Resource Allocation in Multi-Task Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T22:01:24.058247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63a8f5a7-2638-4db2-8ec5-f3b2ea9a990c · inbound

FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models cites this paper.

FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models Fair Resource Allocation in Multi-Task Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:47.740195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c80858c0-6259-4e95-8534-843306be7e33 · inbound

AutoScale: Linear Scalarization Guided by Multi-Task Optimization Metrics cites this paper.

AutoScale: Linear Scalarization Guided by Multi-Task Optimization Metrics Fair Resource Allocation in Multi-Task Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T18:53:57.375106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d94b162-e956-48f4-a5e9-a9ac5b91f884 · inbound

TOPPO: Rethinking PPO for Multi-Task Reinforcement Learning with Critic Balancing cites this paper.

TOPPO: Rethinking PPO for Multi-Task Reinforcement Learning with Critic Balancing Fair Resource Allocation in Multi-Task Learning

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:52:05.731917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.