arrowspace 0.3.0

Spectral vector search with taumode (λτ) indexing
Documentation
@software{ArrowSpace:2025,
    Author = {{Moriondo}, Lorenzo},
    Title = {{ArrowSpace-rs}: Spectral Vector Search with Lambda-Tau Indexing},
    Year = 2025,
    Note = {Rust codebase for spectral indexing},
    Url = {https://github.com/Mec-iS/arrowspace-rs},
    doi = {10.36227/techrxiv.175751921.18542359/v1}
}

@article{malkov:2018,
  title={Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs},
  author={Malkov, Yu A and Yashunin, D A},
  journal={IEEE transactions on pattern analysis and machine intelligence},
  volume={42},
  number={4},
  pages={824--836},
  year={2020},
  doi={10.1109/TPAMI.2018.2889473}
}

@misc{Mahadevan:2006,
    Author = {Mahadevan, Sridhar},
    Title = {Spectral Graph Theory Lecture Notes},
    Institution = {University of Massachusetts, Amherst},
    Year = {2006},
    Note = {Course CMPSCI 791BB},
    Url = {https://people.cs.umass.edu/~mahadeva/cs791bb/lectures-s2006/lec4.pdf}
}

@misc{Chen:2020,
    Author = {{Chen}, Guangliang},
    Title = {Math 253: {R}ayleigh Quotient Lecture Notes},
    Institution = {San Jose State University},
    Year = 2020,
    Note = {Available at: \url{https://www.sjsu.edu/faculty/guangliang.chen/Math253S20/lec4RayleighQuotient.pdf}}
}
z
@article{Lewis:2020,
    author = {{Lewis}, Patrick and {Perez}, Ethan and {Piktus}, Aleksandra and {Petroni}, Fabio and {Karpukhin}, Vladimir and {Goyal}, Naman and {Küttler}, Heinrich and {Lewis}, Mike and {Yih}, Wen-tau and {Rocktäschel}, Tim and {Riedel}, Sebastian and {Kiela}, Douwe},
    title = {Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks},
    journal = {arXiv preprint},
    archivePrefix = {arXiv},
    eprint = {2005.11401},
    primaryClass = {cs.CL},
    year = {2020},
    url = {https://arxiv.org/abs/2005.11401},
    doi = {10.48550/arXiv.2005.11401},
    note = {Accepted at NeurIPS 2020}
}

@misc{Spielman:2007,
    Author = {{Spielman}, Daniel A.},
    Title = {Spectral Graph Theory - {L}ecture 7},
    Institution = {Yale University},
    Year = 2007,
    Note = {Available at: \url{https://www.cs.yale.edu/homes/spielman/462/2007/lect7-07.pdf}}
}

@article{Weller:2025,
  title={On the Theoretical Limitations of Embedding-Based Retrieval},
  author={Orion Weller and Michael Boratko and Iftekhar Naim and Jinhyuk Lee},
  year={2025},
  eprint={2508.21038},
  archivePrefix={arXiv},
  primaryClass={cs.IR},
  url={https://arxiv.org/abs/2508.21038}
}

@article{Kelly:2020,
    Author = {{Kelly}, Terence},
    Title = {Compressed Sparse Row Format for Representing Graphs},
    Journal = {;login: The Magazine of USENIX \& The Advanced Computing Systems Association},
    Volume = {45},
    Number = {4},
    Pages = {76--83},
    Year = {2020},
    Url = {https://www.usenix.org/system/files/login/articles/login_winter20_16_kelly.pdf},
    Note = {Programming Workbench Column}
}

@article{VonLuxburg:2007,
    Author = {{von Luxburg}, Ulrike},
    Title = {{A tutorial on spectral clustering}},
    Journal = {Statistics and Computing},
    Year = 2007,
    Volume = 17,
    Pages = {395--416},
    Doi = {10.1007/s11222-007-9033-z}
}

@phdthesis{Bai:2007,
    Author = {{Bai}, Xiao},
    Title = {Heat Kernel Analysis On Graphs},
    School = {University of York},
    Year = 2007
}

@article{Bai:2010,
    Author = {{Bai}, Xiao and {Hancock}, Edwin R.},
    Title = {Heat Kernels, Manifolds and Graph Embedding},
    Journal = {Pattern Recognition},
    Note = {University of California, Davis},
    Year = 2010,
    doi = {10.1007/978-3-540-27868-9_20}
}

@software{smartcore:2021,
  author = {Orlov, Vlad},
  title = {{SmartCore}: Machine Learning Library for {R}ust},
  url = {https://smartcorelib.org/},
  year = {2019}
}

@software{rust2015,
  author = {{Rust Team}},
  title = {The {R}ust Programming Language},
  url = {https://www.rust-lang.org/},
  year = {2015},
  note = {Edition 2024}
}

@book{Nelson:2015,
    Author = {{Nelson}, Philip},
    Title = {{Physical Models of Living Systems}},
    Publisher = {University of Pennsylvania},
    Year = 2015,
    Note = {Available at: \url{https://www.physics.upenn.edu/biophys/PMLS/}}
}

@article{YouKisung:2025,
    title={Semantics at an Angle: When Cosine Similarity Works Until It Doesn't},
    author={You, Kisung},
    journal={arXiv preprint arXiv:2504.16318},
    year={2025},
    month={5},
    note={arXiv:2504.16318v2 [cs.LG]},
    doi={10.48550/arXiv.2504.16318},
    url={https://arxiv.org/abs/2504.16318v2},
    archivePrefix={arXiv},
    eprint={2504.16318},
    primaryClass={cs.LG}
}