Citing Compresso
================

If you use Compresso in academic work, please consider citing the framework
and the papers corresponding to the methods used in your research.

Compresso
---------

For the Compresso sparse-representation framework, cite the project:

.. code-block:: bibtex

   @misc{compresso,
     title  = {Compresso: A PyTorch Framework for Sparse Representation Learning},
     author = {Van{\v{c}}ura, Vojt{\v{e}}ch and Giacomo Medda and Spi{\v{s}}{\'a}k, Martin and Ladislav Pe{\v{s}}ka},
     year   = {2026},
     url    = {https://github.com/zombak79/compresso}
   }

.. _sae-trainer-citation:

Sparse embedding compression and ``TopKSAETrainer``
---------------------------------------------------

:class:`compresso.TopKSAETrainer` builds on the sparse embedding compression
method described in:

.. code-block:: bibtex

   @inproceedings{kasalicky2025future,
     title={The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems},
     author={Kasalick{\`y}, Petr and Spi{\v{s}}{\'a}k, Martin and Van{\v{c}}ura, Vojt{\v{e}}ch and Bohun{\v{e}}k, Daniel and Alves, Rodrigo and Kord{\'\i}k, Pavel},
     booktitle={Proceedings of the Nineteenth ACM Conference on Recommender Systems},
     pages={1099--1103},
     year={2025}
   }