Paper Citation Record · LEDGER

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization

As of 15 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2412.06481.

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

pith.paper-citation-record.v1
2412.06481 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:42:05.952275Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:24:03.488121Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:24:03.777052Z

Reference resolution

29 of 29 outbound references displayed

verified exact1
verified fuzzy20
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6b6e4b5-d0cc-4a0f-a333-b5dcec2d65a4 · outbound

This paper cites A rewriting system for convex optimization problems.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization A rewriting system for convex optimization problems

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T19:42:05.742464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2ed2e1d-5782-4e8f-b3c3-edfb27e993b0 · outbound

This paper cites Differentiable convex optimization layers.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Differentiable convex optimization layers

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.777304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7dfcfb8a-f325-4e70-a2d1-13cb05f10d66 · outbound

This paper cites Learning convex optimization control policies.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Learning convex optimization control policies

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.759121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a6453010-87a4-4539-822e-2aeeb12461c2 · outbound

This paper cites Optnet: Differentiable optimization as a layer in neural networks.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Optnet: Differentiable optimization as a layer in neural networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T19:42:05.769164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 727bd078-ecbe-452b-8f62-579658b77fc6 · outbound

This paper cites Differentiable MPC for end-to-end planning and control.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Differentiable MPC for end-to-end planning and control

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.724612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0bd14cb5-8b04-44fd-b4fe-da9ea9a5a7d7 · outbound

This paper cites Approximation of large-scale dynamical systems.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Approximation of large-scale dynamical systems

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.706442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b62c3557-10bc-4ecd-a3fc-569c2f59b910 · outbound

This paper cites Predictive Control for Linear and Hybrid Systems.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Predictive Control for Linear and Hybrid Systems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.691007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d3450d1-769a-46ca-9246-6a1319aad4f3 · outbound

This paper cites Differentiating Through a Cone Program.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Differentiating Through a Cone Program

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T19:42:05.800088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e748cf-10dc-45b9-94f4-b0ca69675308 · outbound

This paper cites Harnessing Uncertainty for a Separation Principle in Direct Data-Driven Predictive Control.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Harnessing Uncertainty for a Separation Principle in Direct Data-Driven Predictive Control

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T19:42:05.804510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39417461-d841-4d9a-bb56-9cf24c069c59 · outbound

This paper cites Data-enabled predictive control: In the shallows of the deepc.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Data-enabled predictive control: In the shallows of the deepc

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.672400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ad28d9b9-d744-4b84-82b3-50c19296a69e · outbound

This paper cites Regularized and distributionally robust data-enabled predictive control.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Regularized and distributionally robust data-enabled predictive control

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.654395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6018f141-0100-46b3-bb08-c255019af077 · outbound

This paper cites Distributionally robust chance constrained data-enabled predictive control.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Distributionally robust chance constrained data-enabled predictive control

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.630648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation da4fb8db-6c00-4944-af67-63dfac911510 · outbound

This paper cites CVXPY : A P ython-embedded modeling language for convex optimization.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization CVXPY : A P ython-embedded modeling language for convex optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T19:42:05.831010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f72641d5-2679-4080-a790-43951bc1c7e9 · outbound

This paper cites Bridging direct and indirect data-driven control formulations via regularizations and relaxations.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Bridging direct and indirect data-driven control formulations via regularizations and relaxations

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.596409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 56797693-5776-41be-a7cb-1e2d799367a5 · outbound

This paper cites S P C : Subspace predictive control.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization S P C : Subspace predictive control

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.572669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 50578247-791b-4438-9470-6ddcce3f0c19 · outbound

This paper cites A robust control approach for rocket landing, 2017.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization A robust control approach for rocket landing, 2017

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.548218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7a792928-df84-46eb-95a2-0c87e2edde6e · outbound

This paper cites Toward a theoretical foundation of policy optimization for learning control policies.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Toward a theoretical foundation of policy optimization for learning control policies

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.518847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c0ef665a-6c16-45e6-8792-6de3c88f71fe · outbound

This paper cites Proximal algorithms.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Proximal algorithms

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.496282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a7501224-0690-41fa-93a9-2a78ee04c6ae · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Pytorch: An imperative style, high-performance deep learning library

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.468426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c771f06f-597a-4736-a927-930d903fdd1b · outbound

This paper cites Model predictive control: theory, computation, and design, volume 2.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Model predictive control: theory, computation, and design, volume 2

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T19:42:05.881183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c284476-e006-4f21-974b-771f832efbc8 · outbound

This paper cites A direct adaptive method for faster backpropagation learning: the rprop algorithm.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization A direct adaptive method for faster backpropagation learning: the rprop algorithm

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.419949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5ee9281-3849-46b1-af4b-ddf3501895d6 · outbound

This paper cites Learning representations by back-propagating errors.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Learning representations by back-propagating errors

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T19:42:05.902720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7114ba09-604c-460f-b8e8-4c8a59bd970a · outbound

This paper cites Ryu and Wotao Yin.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Ryu and Wotao Yin

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.370103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fc27e819-476e-4ce9-9499-e784220d7915 · outbound

This paper cites Learning Quadruped Locomotion Using Differentiable Simulation.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Learning Quadruped Locomotion Using Differentiable Simulation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T19:42:05.914768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee0e4df-aca5-4228-8459-7c57b9c7afe3 · outbound

This paper cites van Waarde, Claudio De Persis, M.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization van Waarde, Claudio De Persis, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.190485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f6b69db5-8c07-4908-a5f0-beee98501cb3 · outbound

This paper cites Data informativity: A new perspective on data-driven analysis and control.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Data informativity: A new perspective on data-driven analysis and control

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.165047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d3d05b16-3a95-4721-8c64-1ded57ff8549 · outbound

This paper cites u est, Antonio Loquercio, Matthias M \.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization u est, Antonio Loquercio, Matthias M \

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.139938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d655c54d-f6ea-4d50-bcc1-ed8cd9401278 · outbound

This paper cites Data-driven system level synthesis.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization Data-driven system level synthesis

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:42:06.116182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d7107f05-0d10-4f68-a93c-8089c7c28300 · outbound

This paper cites BP-MPC: Optimizing the Closed-Loop Performance of MPC using BackPropagation.

DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization BP-MPC: Optimizing the Closed-Loop Performance of MPC using BackPropagation

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:42:06.016371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 04f51744-6ffe-4ac5-ad72-5865446d014c · inbound

Fine-tuning for Data-enabled Predictive Control of Noisy Systems by Reinforcement Learning cites this paper.

Fine-tuning for Data-enabled Predictive Control of Noisy Systems by Reinforcement Learning DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:24:03.855862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.