Paper Citation Record · LEDGER

Data-Driven Stochastic Control: Foundations and Guarantees

As of 8 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2507.23280.

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

pith.paper-citation-record.v1
2507.23280 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

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measured 61 of 61 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T10:39:28.215469Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T19:56:09.153859Z

Reference resolution

60 of 60 outbound references displayed

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External citation measurements

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Outbound references

Observation 968beb6a-668a-47b4-ab5c-d3ad54c2e8e5 · outbound

This paper cites Analysis and design of safety- critical, cyber-physical systems,.

Data-Driven Stochastic Control: Foundations and Guarantees Analysis and design of safety- critical, cyber-physical systems,

Reference 1

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Observation 9b249c1f-9f72-4935-ad08-1d6c945e9879 · outbound

This paper cites From model-based control to data-driven control: Survey, classification and perspective,.

Data-Driven Stochastic Control: Foundations and Guarantees From model-based control to data-driven control: Survey, classification and perspective,

Reference 2

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Observation c0313652-d1c5-47a0-9662-a8e3b3b3616a · outbound

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

Data-Driven Stochastic Control: Foundations and Guarantees Bridging direct and indirect data-driven control formulations via regularizations and relaxations,

Reference 3

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Observation a3f385c9-e09c-4ac5-b8ab-94ad4f32567e · outbound

This paper cites Guarantees for data-driven control of nonlinear systems using semidefinite programming: A survey,.

Data-Driven Stochastic Control: Foundations and Guarantees Guarantees for data-driven control of nonlinear systems using semidefinite programming: A survey,

Reference 4

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Observation 08ebe872-aa76-4428-b522-6bf2f2d2b0d1 · outbound

This paper cites Behavioral systems theory in data-driven analysis, signal processing, and control,.

Data-Driven Stochastic Control: Foundations and Guarantees Behavioral systems theory in data-driven analysis, signal processing, and control,

Reference 5

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Observation 4fe3134f-e02f-4bf1-8443-1b0fad6f514a · outbound

This paper cites Model-based reinforcement learning: A survey,.

Data-Driven Stochastic Control: Foundations and Guarantees Model-based reinforcement learning: A survey,

Reference 6

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Observation e658f6c5-87e0-400a-a790-3dc19fb8bfb5 · outbound

This paper cites Gaussian processes for machine learning,.

Data-Driven Stochastic Control: Foundations and Guarantees Gaussian processes for machine learning,

Reference 7

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Observation de778ab3-9ad0-46a6-b603-348ad9167488 · outbound

This paper cites Uniform error bounds for gaussian process regression with application to safe control,.

Data-Driven Stochastic Control: Foundations and Guarantees Uniform error bounds for gaussian process regression with application to safe control,

Reference 8

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Observation 85fa92e9-c370-4c02-8f20-f47fac100ba8 · outbound

This paper cites Model-free reinforcement learning from expert demonstrations: a survey,.

Data-Driven Stochastic Control: Foundations and Guarantees Model-free reinforcement learning from expert demonstrations: a survey,

Reference 9

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Observation 853d6ea7-8f1a-40ef-8fe2-bd1e6d2a9929 · outbound

This paper cites Iterative feedback tuning: theory and applications,.

Data-Driven Stochastic Control: Foundations and Guarantees Iterative feedback tuning: theory and applications,

Reference 10

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Source-reported events for the cited work

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Observation 9214c714-344b-41a7-9c0e-80423ca528ab · outbound

This paper cites Virtual reference feed- back tuning: a direct method for the design of feedback controllers,.

Data-Driven Stochastic Control: Foundations and Guarantees Virtual reference feed- back tuning: a direct method for the design of feedback controllers,

Reference 11

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Observation d3c08581-c032-402a-90dd-a0f49dc59289 · outbound

This paper cites The scenario approach to robust control design,.

Data-Driven Stochastic Control: Foundations and Guarantees The scenario approach to robust control design,

Reference 12

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Observation 652491cb-cd0b-4c78-8666-49e9d42e846c · outbound

This paper cites The scenario approach for DA T A-DRIVEN STOCHASTIC CONTROL: FOUNDA TIONS AND GUARANTEES 11 systems and control design,.

Data-Driven Stochastic Control: Foundations and Guarantees The scenario approach for DA T A-DRIVEN STOCHASTIC CONTROL: FOUNDA TIONS AND GUARANTEES 11 systems and control design,

Reference 13

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Source-reported events for the cited work

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Observation 06668a6b-c2bc-4f8c-859d-169973130ed3 · outbound

This paper cites Formulas for data-driven control: Stabilization, optimality, and robustness,.

Data-Driven Stochastic Control: Foundations and Guarantees Formulas for data-driven control: Stabilization, optimality, and robustness,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:28.722616Z

Source-reported events for the cited work

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Observation 6bd7fd5a-fbfa-4b14-81e0-e6f12fb7d4e8 · outbound

This paper cites From noisy data to feedback controllers: Nonconservative design via a matrix S-lemma,.

Data-Driven Stochastic Control: Foundations and Guarantees From noisy data to feedback controllers: Nonconservative design via a matrix S-lemma,

Reference 15

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Observation 88d60a68-9cb3-48bc-99de-4303b590a83d · outbound

This paper cites A Stochastic Fundamental Lemma with Reduced Disturbance Data Requirements.

Data-Driven Stochastic Control: Foundations and Guarantees A Stochastic Fundamental Lemma with Reduced Disturbance Data Requirements

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 40b6f9ed-2daa-4cf5-8129-36d48e706521 · outbound

This paper cites Data-driven control of nonlinear systems: An on-line direct approach,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-driven control of nonlinear systems: An on-line direct approach,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.348822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3bf4c82e-4590-4397-b330-96709a8ecd9b · outbound

This paper cites Performance bounds for the scenario approach and an extension to a class of non-convex programs,.

Data-Driven Stochastic Control: Foundations and Guarantees Performance bounds for the scenario approach and an extension to a class of non-convex programs,

Reference 18

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Source-reported events for the cited work

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Observation b6ce9182-01a6-445d-8045-6d09b8d1172b · outbound

This paper cites On the road between robust optimization and the scenario approach for chance constrained optimiza- tion problems,.

Data-Driven Stochastic Control: Foundations and Guarantees On the road between robust optimization and the scenario approach for chance constrained optimiza- tion problems,

Reference 19

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Observation 37fce8ad-31e0-457e-abe5-bd8848adcc79 · outbound

This paper cites Data-driven control of large-scale networks with formal guarantees: A small-gain-free approach,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-driven control of large-scale networks with formal guarantees: A small-gain-free approach,

Reference 20

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Observation a38985a2-9f79-4e82-a0f3-13175700fc84 · outbound

This paper cites Data-driven safety certificates of infinite networks with unknown models and interconnection topologies,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-driven safety certificates of infinite networks with unknown models and interconnection topologies,

Reference 21

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Observation 34624cc6-ccd4-455a-b63c-c9fb275bc2ae · outbound

This paper cites Data-driven model predictive control with stability and robustness guarantees,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-driven model predictive control with stability and robustness guarantees,

Reference 22

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Observation 334f0ecf-09cc-406b-b357-fc76c8dd5ca8 · outbound

This paper cites A Versatile Framework for Data-Driven Control of Nonlinear Systems.

Data-Driven Stochastic Control: Foundations and Guarantees A Versatile Framework for Data-Driven Control of Nonlinear Systems

Reference 23

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Observation 96b46b6b-09e5-42c1-8eb3-2ac058c5d5ab · outbound

This paper cites Data-Efficient Control of Polynomial Systems via Physics-Guided Quadratic Constraints.

Data-Driven Stochastic Control: Foundations and Guarantees Data-Efficient Control of Polynomial Systems via Physics-Guided Quadratic Constraints

Reference 24

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Observation 4a7ced62-2003-4908-85da-00fac8acc793 · outbound

This paper cites A note on persistency of excitation,.

Data-Driven Stochastic Control: Foundations and Guarantees A note on persistency of excitation,

Reference 25

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Observation cad9b3ea-36db-402e-974d-4851b0b848d1 · outbound

This paper cites Gaussian inference for data- driven state-feedback design of nonlinear systems,.

Data-Driven Stochastic Control: Foundations and Guarantees Gaussian inference for data- driven state-feedback design of nonlinear systems,

Reference 26

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Observation b438ecbe-5b61-46f6-ad9b-7a800db9a71d · outbound

This paper cites Safety verification of hybrid systems using barrier certificates,.

Data-Driven Stochastic Control: Foundations and Guarantees Safety verification of hybrid systems using barrier certificates,

Reference 27

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Observation aea5ff05-ca3a-4d08-9d2d-076c25962727 · outbound

This paper cites A framework for worst- case and stochastic safety verification using barrier certificates,.

Data-Driven Stochastic Control: Foundations and Guarantees A framework for worst- case and stochastic safety verification using barrier certificates,

Reference 28

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This paper cites Constructive safety using control barrier functions,.

Data-Driven Stochastic Control: Foundations and Guarantees Constructive safety using control barrier functions,

Reference 29

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Data-Driven Stochastic Control: Foundations and Guarantees Control barrier functions: Theory and applications,

Reference 30

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Observation 843ab5dc-18b7-4e30-afb3-1ee0aa7556a1 · outbound

This paper cites an unresolved cited work.

Data-Driven Stochastic Control: Foundations and Guarantees Unresolved cited work

Reference 31

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Observation aafcdc54-dc08-4578-8d0e-433f6efce13d · outbound

This paper cites Control barrier function based quadratic programs for safety critical systems,.

Data-Driven Stochastic Control: Foundations and Guarantees Control barrier function based quadratic programs for safety critical systems,

Reference 32

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Data-Driven Stochastic Control: Foundations and Guarantees Control barrier functions for complete and incomplete in- formation stochastic systems,

Reference 33

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This paper cites A barrier function approach to finite-time stochastic system verification and control,.

Data-Driven Stochastic Control: Foundations and Guarantees A barrier function approach to finite-time stochastic system verification and control,

Reference 34

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This paper cites Multi-Robot Collision Avoidance under Uncertainty with Probabilistic Safety Barrier Certificates,.

Data-Driven Stochastic Control: Foundations and Guarantees Multi-Robot Collision Avoidance under Uncertainty with Probabilistic Safety Barrier Certificates,

Reference 35

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Observation a6174984-075f-4215-bc99-26b67c0195d3 · outbound

This paper cites Scalable synthesis of safety barrier certifi- cates for networks of stochastic switched systems,.

Data-Driven Stochastic Control: Foundations and Guarantees Scalable synthesis of safety barrier certifi- cates for networks of stochastic switched systems,

Reference 36

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This paper cites Context-triggered games for reactive synthesis over stochastic systems via control barrier certificates,.

Data-Driven Stochastic Control: Foundations and Guarantees Context-triggered games for reactive synthesis over stochastic systems via control barrier certificates,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.191993Z

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This paper cites Compositional design of safety controllers for large-scale stochastic hybrid systems,.

Data-Driven Stochastic Control: Foundations and Guarantees Compositional design of safety controllers for large-scale stochastic hybrid systems,

Reference 38

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Observation cee484c6-bd79-4eaa-913d-19d6f1a42613 · outbound

This paper cites Data-driven con- troller synthesis of unknown nonlinear polynomial systems via control barrier certificates,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-driven con- troller synthesis of unknown nonlinear polynomial systems via control barrier certificates,

Reference 39

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Observation 94578a7b-ecb4-4813-a199-feaeb4ae93c0 · outbound

This paper cites From a single trajectory to safety controller synthesis of discrete-time nonlinear poly- nomial systems,.

Data-Driven Stochastic Control: Foundations and Guarantees From a single trajectory to safety controller synthesis of discrete-time nonlinear poly- nomial systems,

Reference 40

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Source-reported events for the cited work

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This paper cites From formal meth- ods to data-driven safety certificates of unknown large-scale networks,.

Data-Driven Stochastic Control: Foundations and Guarantees From formal meth- ods to data-driven safety certificates of unknown large-scale networks,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.151998Z

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Observation c48824ec-cc34-4823-b28c-6ea755ebec8e · outbound

This paper cites Controller design for robust invariance from noisy data,.

Data-Driven Stochastic Control: Foundations and Guarantees Controller design for robust invariance from noisy data,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.141355Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1eab31b-e2c3-45c1-bed1-1582fdffb72b · outbound

This paper cites Data-based guarantees of set invariance properties,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-based guarantees of set invariance properties,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.130384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9ca9de7-8f8e-49a8-b7ee-c09eb738c6d8 · outbound

This paper cites Data-driven design of safe control for polynomial systems,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-driven design of safe control for polynomial systems,

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b399fbf4-473c-4d1c-bdcf-9c66a217beac · outbound

This paper cites Learning Robust Safety Controllers for Uncertain Input-Affine Polynomial Systems.

Data-Driven Stochastic Control: Foundations and Guarantees Learning Robust Safety Controllers for Uncertain Input-Affine Polynomial Systems

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:00:28.923620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 684464cb-248c-4a55-be4d-b5176ada8543 · outbound

This paper cites Automated verifica- tion and synthesis of stochastic hybrid systems: A survey,.

Data-Driven Stochastic Control: Foundations and Guarantees Automated verifica- tion and synthesis of stochastic hybrid systems: A survey,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:28.827714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8597f283-bbbb-4792-a801-733a550ed4f7 · outbound

This paper cites an unresolved cited work.

Data-Driven Stochastic Control: Foundations and Guarantees Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:29.099562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 222d3f66-47e5-4e2e-bc7a-4bc19dd108c5 · outbound

This paper cites From small-gain theory to com- positional construction of barrier certificates for large-scale stochastic systems,.

Data-Driven Stochastic Control: Foundations and Guarantees From small-gain theory to com- positional construction of barrier certificates for large-scale stochastic systems,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.089031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c7189db-0797-4519-ae40-ce956efc67e4 · outbound

This paper cites Data-driven verification and synthesis of stochastic systems via barrier certificates,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-driven verification and synthesis of stochastic systems via barrier certificates,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.078172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2df37e36-0153-4293-ad06-35f4c5cca1a7 · outbound

This paper cites Data-driven control of nonlinear systems from input-output data,.

Data-Driven Stochastic Control: Foundations and Guarantees Data-driven control of nonlinear systems from input-output data,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.067683Z

Source-reported events for the cited work

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Observation e8ba91ca-7d3a-473c-bbfd-975372fb8c5f · outbound

This paper cites An introduction to matrix concentration inequalities,.

Data-Driven Stochastic Control: Foundations and Guarantees An introduction to matrix concentration inequalities,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.057113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 327e769c-4de3-44c3-9fb8-f3dc9825cfe1 · outbound

This paper cites SOS- TOOLS: Control applications and new developments,.

Data-Driven Stochastic Control: Foundations and Guarantees SOS- TOOLS: Control applications and new developments,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:28.847396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d10fd68-823a-4c41-814e-3bba76ad3e1d · outbound

This paper cites an unresolved cited work.

Data-Driven Stochastic Control: Foundations and Guarantees Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:29.039360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b94ebfbd-b75c-4e2c-9055-c67a6a6adc51 · outbound

This paper cites an unresolved cited work.

Data-Driven Stochastic Control: Foundations and Guarantees Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:29.028658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0447d02-e65c-448a-9d8d-d70d1e67b9e6 · outbound

This paper cites Chebyshev’s approximation algorithms and applica- tions,.

Data-Driven Stochastic Control: Foundations and Guarantees Chebyshev’s approximation algorithms and applica- tions,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.017278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6409c030-6adb-4653-b204-6dfd59d77389 · outbound

This paper cites Billingsley,Probability and Measure, 3rd ed.

Data-Driven Stochastic Control: Foundations and Guarantees Billingsley,Probability and Measure, 3rd ed

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:29.005528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4aba14e1-2145-4571-a5d9-90a8249d12cb · outbound

This paper cites The matrix cookbook,.

Data-Driven Stochastic Control: Foundations and Guarantees The matrix cookbook,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:28.994444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8fcd4d8c-8fef-4ecd-9a41-11613ad61957 · outbound

This paper cites LMI Properties and Applications in Systems, Stability, and Control Theory.

Data-Driven Stochastic Control: Foundations and Guarantees LMI Properties and Applications in Systems, Stability, and Control Theory

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:28.868688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b1f581e-3056-4404-98c2-187e5d4a77c8 · outbound

This paper cites Boole,The mathematical analysis of logic.

Data-Driven Stochastic Control: Foundations and Guarantees Boole,The mathematical analysis of logic

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:28.984075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34421e08-8c5a-484a-9e59-1212c76f2ecc · outbound

This paper cites From noisy data to feedback controllers: Nonconservative design via a matrix s-lemma,.

Data-Driven Stochastic Control: Foundations and Guarantees From noisy data to feedback controllers: Nonconservative design via a matrix s-lemma,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:28.973793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation a5076866-32d9-4aec-8273-0bda6db2c5cb · inbound

Safety Certification is Classification cites this paper.

Safety Certification is Classification Data-Driven Stochastic Control: Foundations and Guarantees

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-03T02:05:09.568341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.