dotfiles

commit bfd580a06d518bd3fa8137b39292ad1173fe4200
parent d64399b61caa7294c9be8a42d64831eae914dc88
Author: Pablo Cárdenas <pablo.cardenas@imca.edu.pe>
Date:   Thu, 30 Apr 2026 14:03:47 -0300

bib: added references

Diffstat:
M
.config/bib/references.bib
 | 
81
+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

1 file changed, 81 insertions(+), 0 deletions(-)
diff --git a/.config/bib/references.bib b/.config/bib/references.bib
@@ -1676,3 +1676,84 @@
   year =         "2024",
   URL =          "https://www.taylorfrancis.com/books/mono/10.1201/9781003456285",
 }
+
+@misc{ioiffe2015,
+      title={Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift}, 
+      author={Sergey Ioffe and Christian Szegedy},
+      year={2015},
+      eprint={1502.03167},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/1502.03167}, 
+}
+
+@misc{bjorck2018,
+      title={Understanding Batch Normalization}, 
+      author={Johan Bjorck and Carla Gomes and Bart Selman and Kilian Q. Weinberger},
+      year={2018},
+      eprint={1806.02375},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/1806.02375}, 
+}
+
+@misc{santurkar2019,
+      title={How Does Batch Normalization Help Optimization?}, 
+      author={Shibani Santurkar and Dimitris Tsipras and Andrew Ilyas and Aleksander Madry},
+      year={2019},
+      eprint={1805.11604},
+      archivePrefix={arXiv},
+      primaryClass={stat.ML},
+      url={https://arxiv.org/abs/1805.11604}, 
+}
+
+@misc{de2020,
+      title={Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks}, 
+      author={Soham De and Samuel L. Smith},
+      year={2020},
+      eprint={2002.10444},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2002.10444}, 
+}
+
+@Misc{lipman2023,
+  title =        "Flow Matching for Generative Modeling",
+  author =       "Yaron Lipman and Ricky T. Q. Chen and Heli Ben-Hamu
+                 and Maximilian Nickel and Matt Le",
+  year =         "2023",
+  eprint =       "2210.02747",
+  archiveprefix = "arXiv",
+  primaryclass = "cs.LG",
+  URL =          "https://arxiv.org/abs/2210.02747",
+}
+
+@Misc{lipman2024,
+  title =        "Flow Matching Guide and Code",
+  author =       "Yaron Lipman and Marton Havasi and Peter Holderrieth
+                 and Neta Shaul and Matt Le and Brian Karrer and Ricky
+                 T. Q. Chen and David Lopez-Paz and Heli Ben-Hamu and
+                 Itai Gat",
+  year =         "2024",
+  eprint =       "2412.06264",
+  archiveprefix = "arXiv",
+  primaryclass = "cs.LG",
+  URL =          "https://arxiv.org/abs/2412.06264",
+}
+
+@Book{jacod2004,
+  title =        "Probability essentials",
+  author =       "Jean Jacod and Philip E Protter",
+  publisher =    "Springer",
+  year =         "2004",
+  series =       "Universitext",
+  edition =      "2nd ed",
+  URL =          "https://link.springer.com/book/10.1007/978-3-642-55682-1",
+}
+
+@article{stigler2008,
+	title = "The Epic Story of Maximum Likelihood",
+	author = "Stephen M. Stigler",
+	year = "2008"
+	URL = "https://arxiv.org/abs/0804.2996",
+}