Paper Citation Record · LEDGER

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control

As of 8 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2607.15412.

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

pith.paper-citation-record.v1
2607.15412 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T23:34:18.203514Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:58:23.815109Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e96d536b-6d7b-441a-a21c-7d6e533e8485 · outbound

This paper cites The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:15.557936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c64334a4-99c5-4f3f-9a04-f727d1e9cdb5 · outbound

This paper cites Three-way trade-off in multi-objective learning: Optimization, generalization and conflict- avoidance,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Three-way trade-off in multi-objective learning: Optimization, generalization and conflict- avoidance,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:15.670691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f03468-1269-484a-bcf0-a1ec4dfd6721 · outbound

This paper cites Multi-task learning as multi-objective op- timization,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Multi-task learning as multi-objective op- timization,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:15.820277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4013939-1ce1-408e-b509-31d38e769e34 · outbound

This paper cites Multi-objective meta learning,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Multi-objective meta learning,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:15.922600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d9249d3-fd45-4478-b62f-bf0df25a09be · outbound

This paper cites Learning with limited samples: Meta-learning and applications to com- munication systems,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Learning with limited samples: Meta-learning and applications to com- munication systems,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.025028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d3a612-cc5b-4a19-8272-39ef16f00f2a · outbound

This paper cites Fairness constraints: Mechanisms for fair classification,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Fairness constraints: Mechanisms for fair classification,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.120445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aab54b34-720f-4e2c-aab8-e3abb34f07ac · outbound

This paper cites Algorithms for multicriterion optimization,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Algorithms for multicriterion optimization,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.229470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39fba525-e6b1-40c2-a8ce-b76be5a8aa6d · outbound

This paper cites Conflict-Averse Gradient Descent for Multi-task Learning,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Conflict-Averse Gradient Descent for Multi-task Learning,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.350453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b79db7-4331-4971-8cf0-8e61f7599d84 · outbound

This paper cites Steepest descent methods for multicriteria optimization,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Steepest descent methods for multicriteria optimization,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.444499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3346c30f-c92e-4777-b2c1-ebb56ee459ef · outbound

This paper cites Multiple-gradient descent algorithm (mgda) for multi- objective optimization,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Multiple-gradient descent algorithm (mgda) for multi- objective optimization,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.546228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd08752a-9942-413e-9ec2-16f9f3140b61 · outbound

This paper cites Mitigating gradient bias in multi-objective learning: A prov- ably convergent approach,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Mitigating gradient bias in multi-objective learning: A prov- ably convergent approach,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.667064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d268a2-0df7-4400-97d6-22097e243504 · outbound

This paper cites The multiobjective steepest descent direction is not Lipschitz continuous, but is H ¨older continuous,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control The multiobjective steepest descent direction is not Lipschitz continuous, but is H ¨older continuous,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.801793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 760060cb-6365-47a7-849d-a1cb7c1f0b22 · outbound

This paper cites Gradient Surgery for Multi-Task Learning,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Gradient Surgery for Multi-Task Learning,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:16.915714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afac0aa5-cf97-4790-90b3-57b83c01f733 · outbound

This paper cites On the convergence of stochastic multi-objective gradient manipulation and beyond,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control On the convergence of stochastic multi-objective gradient manipulation and beyond,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:17.052957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9a08b38-02dc-45ad-8928-adaa2a6adc00 · outbound

This paper cites Direction-oriented multi-objective learning: Simple and provable stochastic algorithms,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Direction-oriented multi-objective learning: Simple and provable stochastic algorithms,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:17.184890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6161824-b227-4391-af6d-33a5686896e3 · outbound

This paper cites FERERO: A flexible framework for preference-guided multi-objective learning,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control FERERO: A flexible framework for preference-guided multi-objective learning,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:17.342492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 262d76bf-c07e-4d51-87f3-2b952e44bfb6 · outbound

This paper cites Joint gradient balancing for data ordering in finite-sum multi-objective optimization,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Joint gradient balancing for data ordering in finite-sum multi-objective optimization,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:17.485863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1588b4c-f789-4670-9398-730ddb5ac9d9 · outbound

This paper cites Variance reduction can improve trade-off in multi-objective learning,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Variance reduction can improve trade-off in multi-objective learning,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:17.608367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5e7f5bb-3e2b-40c3-9bc2-8ca332b84145 · outbound

This paper cites Proximal gradient methods for multiobjective optimization and their applications,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Proximal gradient methods for multiobjective optimization and their applications,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:17.734318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f12a12a-73fa-4642-b82a-6dc3d3867bc0 · outbound

This paper cites LibMTL: A python library for deep multi-task learning,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control LibMTL: A python library for deep multi-task learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:17.846797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b1f65ec-baf6-4b39-a0c0-c62214c39d70 · outbound

This paper cites Deep hashing network for unsupervised domain adaptation,.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Deep hashing network for unsupervised domain adaptation,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:17.947311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ffcedcd-7071-4f2c-8b6f-183c55fe1e40 · outbound

This paper cites an unresolved cited work.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:18.072643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84a4769b-3df8-4b20-acdd-70d3a196edc5 · outbound

This paper cites an unresolved cited work.

Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:18.203514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d06520bc-e856-4573-b67b-4926484401ee · inbound

Improved Convergence Rate for Stochastic Multi-Gradient Descent: A Proof Discovered with AI cites this paper.

Improved Convergence Rate for Stochastic Multi-Gradient Descent: A Proof Discovered with AI Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:23.815109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.