update citation to reflect L4DC

README.md

@@ -40,7 +40,7 @@ pip install .
 ```
 
 ### Running as a Docker container
-DLKoopman can also be run as a docker container by pulling the image from `galoisinc/dlkoopman:<version>`, e.g. `docker pull galoisinc/dlkoopman:v1.1.2`.
+DLKoopman can also be run as a docker container by pulling the image from `galoisinc/dlkoopman:<version>`, e.g. `docker pull galoisinc/dlkoopman:v1.1.3`.
 
 
 ## Tutorials and examples
@@ -90,14 +90,18 @@ Some common issues and ways to overcome them are described in the [known issues]
 
 
 ## How to cite
-Please cite the [accompanying paper](https://arxiv.org/abs/2211.08992):
+Please cite the [accompanying paper](https://proceedings.mlr.press/v211/dey23a.html):
 ```
-@article{Dey2022_dlkoopman,
+@inproceedings{Dey2023_L4DC,
  author = {Sourya Dey and Eric William Davis},
- title = {DLKoopman: A deep learning software package for Koopman theory},
- journal = {arXiv preprint arXiv:2211.08992},
- year = {2022},
- note = {Submitted to 5th Annual Learning for Dynamics & Control (L4DC) Conference}
+ title = {{DLKoopman: A deep learning software package for Koopman theory}},
+ booktitle = {Proceedings of The 5th Annual Learning for Dynamics and Control Conference},
+ pages = {1467--1479},
+ volume = {211},
+ series = {Proceedings of Machine Learning Research},
+ publisher = {PMLR},
+ year = {2023},
+ month = {Jun}
 }
 ```
 

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "dlkoopman"
-version = "1.1.2"
+version = "1.1.3"
 description = "A general-purpose Python package for Koopman theory using deep learning."
 authors = ["Sourya Dey <sourya@galois.com>"]
 maintainers = ["Galois dlkoopman team <dlkoopman@galois.com>"]