From 4f673d21722aba9afa87af633c33e83cfd6a802f Mon Sep 17 00:00:00 2001
From: Thibaut Horel <thibaut.horel@gmail.com>
Date: Fri, 11 Dec 2015 21:39:50 -0500
Subject: Some bullshit on using SGD for online learning (however I think the
 intuition is correct and could be used to obtain a formal guarantee)

---
 finale/sparse.bib | 9 +++++++++
 1 file changed, 9 insertions(+)

(limited to 'finale/sparse.bib')

diff --git a/finale/sparse.bib b/finale/sparse.bib
index 11e7c27..1690ee2 100644
--- a/finale/sparse.bib
+++ b/finale/sparse.bib
@@ -1,3 +1,12 @@
+@incollection{bottou,
+  title={Large-scale machine learning with stochastic gradient descent},
+  author={Bottou, L{\'e}on},
+  booktitle={Proceedings of COMPSTAT'2010},
+  pages={177--186},
+  year={2010},
+  publisher={Springer}
+}
+
 @inproceedings{shababo,
   title={Bayesian inference and online experimental design for mapping neural microcircuits},
   author={Shababo, Ben and Paige, Brooks and Pakman, Ari and Paninski, Liam},
-- 
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