mirror of
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- Port Research Stack references with clear conceptual bindings into
SilverSight CITATION.cff:
- Saucedo 2019 → SidonSets / number-theory fixtures
- Farr & Groot 2009, Fasolo & Sollich 2004, Baranau & Tallarek 2014,
Kofke & Bolhuis 1999 → braid eigensolid / meta-solid phase models
- Arrizabalaga et al. 2026 → Q16_16 fixed-point / no-Float compute
- Yang et al. 2026 → recurrent search/classification loops
- Add a Conceptual bindings table to the porting candidates report
- Validate CFF YAML syntax
Build: 2978 jobs, 0 errors (lake build)
196 lines
7.3 KiB
YAML
196 lines
7.3 KiB
YAML
cff-version: 1.2.0
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message: "If you use this software, please cite it as below."
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type: software
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title: "SilverSight: Deterministic Equation Search and Classification"
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abstract: >-
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SilverSight is a deterministic equation search and classification system
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built on chaos game theory, Sidon set addressing, Fisher information geometry,
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and Lean-backed formal semantics. It provides a minimal invariant core
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(Hachimoji states, AVM transition semantics, TIC axiom) and a library-method
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architecture for fixed-point computation, braid eigensolid compression, and
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universal mathematical expression encoding. The repository ports proven
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concepts from Research Stack (OTOM) into a hardened, no-Float compute boundary.
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authors:
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- family-names: "Schneider"
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given-names: "Brandon"
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alias: "allaunthefox"
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- name: "SilverSight Contributors"
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repository-code: "https://github.com/allaunthefox/SilverSight"
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url: "https://github.com/allaunthefox/SilverSight"
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date-released: 2026-06-21
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license: MIT
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keywords:
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- deterministic-search
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- equation-classification
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- lean4
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- formal-verification
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- fixed-point-arithmetic
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- q16_16
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- sidon-sets
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- braid-eigensolid
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- fisher-information-geometry
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- hachimoji-states
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- avm-semantics
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- reproducible-research
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preferred-citation:
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type: software
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title: "SilverSight: Deterministic Equation Search and Classification"
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authors:
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- family-names: "Schneider"
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given-names: "Brandon"
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alias: "allaunthefox"
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- name: "SilverSight Contributors"
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repository-code: "https://github.com/allaunthefox/SilverSight"
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url: "https://github.com/allaunthefox/SilverSight"
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date-released: 2026-06-21
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license: MIT
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references:
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- type: software
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title: "Research Stack (OTOM)"
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authors:
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- family-names: "Schneider"
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given-names: "Brandon"
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alias: "allaunthefox"
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- name: "Research Stack Contributors"
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repository-code: "https://github.com/allaunthefox/Research-Stack"
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url: "https://github.com/allaunthefox/Research-Stack"
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date-released: 2026-05-08
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license: Apache-2.0
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notes: "Parent research repository from which SilverSight ports proven Lean modules, agent contracts, and fixed-point semantics."
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# NOTE: The following four references are domain sources used by the
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# PVGS_DQ_Bridge and BindingSite libraries. They are recorded as
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# `unpublished` until DOIs, arXiv IDs, or journal pages are confirmed.
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- type: unpublished
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authors:
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- family-names: "Giani"
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given-names: "A."
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- family-names: "Win"
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given-names: "S."
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- family-names: "Conti"
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given-names: "C."
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title: "Photon-Varied Gaussian States"
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year: 2025
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notes: "Preprint / in-preparation. Identifier pending confirmation."
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- type: unpublished
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authors:
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- family-names: "Chabaud"
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given-names: "U."
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- family-names: "Mehraban"
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given-names: "S."
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title: "Stellar representation of non-Gaussian quantum states"
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year: 2022
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notes: "Full citation details pending DOI or arXiv ID."
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- type: unpublished
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authors:
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- family-names: "Pizzimenti"
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given-names: "C."
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- family-names: "et al."
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title: "Wigner negativity of superpositions"
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year: 2024
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notes: "Full citation details pending DOI or arXiv ID."
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- type: unpublished
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authors:
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- family-names: "Wassner"
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given-names: "M."
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- family-names: "et al."
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title: "Single quadrature noise tomography"
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year: 2025
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notes: "Full citation details pending DOI or arXiv ID."
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# ── Conceptual bindings ported from Research Stack ─────────────────────────
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- type: thesis
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title: "Pascal's Triangle, Pascal's Pyramid, and the Trinomial Triangle"
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authors:
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- family-names: "Saucedo"
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given-names: "Antonio Jr."
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date-published: 2019-06
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institution:
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name: "California State University, San Bernardino"
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collection-title: "Electronic Theses, Projects, and Dissertations"
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url: "https://scholarworks.lib.csusb.edu/etd/855"
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notes: "Combinatorics reference for Pascal-triangle extensions and Fermat-number patterns; binds to SilverSight Sidon-set and number-theory modules (e.g., SidonSets, SpherionTwinPrime)."
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- type: article
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title: "Close packing density of polydisperse hard spheres"
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authors:
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- family-names: "Farr"
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given-names: "R."
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- family-names: "Groot"
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given-names: "R. D."
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date-published: 2009-12
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doi: 10.1063/1.3276799
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journal: "The Journal of Chemical Physics"
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notes: "Anchor paper for polydisperse close-packing theory; binds to braid-eigensolid and meta-solid phase models (BraidEigensolid, BraidSpherionBridge, BaselineComparison)."
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- type: article
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title: "Fractionation effects in phase equilibria of polydisperse hard-sphere colloids"
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authors:
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- family-names: "Fasolo"
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given-names: "M."
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- family-names: "Sollich"
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given-names: "P."
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date-published: 2004-10
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doi: 10.1103/physreve.70.041410
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journal: "Physical Review E"
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notes: "Full fractionation phase equilibria for polydisperse hard spheres; terminal polydispersity ~14% binds to the meta-solid 1/7 mixing threshold."
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- type: article
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title: "Random-close packing limits for monodisperse and polydisperse hard spheres"
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authors:
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- family-names: "Baranau"
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given-names: "V."
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- family-names: "Tallarek"
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given-names: "U."
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date-published: 2014
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doi: 10.1039/c3sm52959b
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journal: "Soft Matter"
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notes: "Definitive RCP limits for monodisperse (~0.64) and polydisperse spheres; conceptual reference for eigensolid packing bounds."
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- type: article
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title: "Freezing of polydisperse hard spheres"
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authors:
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- family-names: "Kofke"
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given-names: "D."
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- family-names: "Bolhuis"
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given-names: "P."
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date-published: 1999
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doi: 10.1103/physreve.59.618
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journal: "Physical Review E"
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notes: "Fractionating phase behavior of polydisperse hard spheres; supports braid/meta-solid phase-transition fixtures."
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- type: article
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title: "A Differentiable Interior-Point Method in Single Precision"
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authors:
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- family-names: "Arrizabalaga"
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given-names: "Jon"
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- family-names: "Tracy"
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given-names: "Kevin"
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- family-names: "Manchester"
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given-names: "Zachary"
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date-published: 2026-05
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url: "https://arxiv.org/abs/2605.17913"
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notes: "Differentiable primal-dual IPM with bounded KKT systems for low-precision / fixed-point arithmetic; binds to SilverSight Q16_16 fixed-point computation (FixedPoint, Q16InverseProof)."
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- type: article
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title: "Stabilizing Recurrent Dynamics for Test-Time Scalable Latent Reasoning in Looped Language Models"
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authors:
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- family-names: "Yang"
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given-names: "Xiao-Wen"
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- family-names: "Han"
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given-names: "Ziyu"
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- family-names: "Zhang"
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given-names: "Xi-Hua"
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- family-names: "Wei"
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given-names: "Wen-Da"
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- family-names: "Shao"
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given-names: "Jie-Jing"
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- family-names: "Guo"
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given-names: "Lan-Zhe"
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- family-names: "Li"
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given-names: "Yu-Feng"
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date-published: 2026-05
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url: "https://arxiv.org/abs/2605.26733"
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notes: "STARS regularizes spectral radius of the Jacobian using power iterations with JVPs; conceptual reference for recurrent / looped dynamics in search and classification loops."
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