-
Notifications
You must be signed in to change notification settings - Fork 1
/
index_en.html~
executable file
·195 lines (160 loc) · 8.79 KB
/
index_en.html~
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
<!DOCTYPE html >
<html >
<head>
<title>Hugo Larochelle</title>
<meta http-equiv="content-type" content="text/html; charset=iso-8859-1" />
<link rel="stylesheet"
href="http://fonts.googleapis.com/css?family=Droid+Sans:regular,bold"
type="text/css" />
<link rel="stylesheet" href="css/2.css" type="text/css" media="screen,projection" />
</head>
<body>
<div id="wrapper">
<div id="innerwrapper">
<div id="header">
<div id="header-text">
Hugo Larochelle
<!-- <h1 id="header-right"></h1>-->
<ul id="nav">
<li><a href="index_en.html" accesskey="H" class="active"><em>H</em>ome</a></li>
<li><a href="publications_en.html" accesskey="p"><em>P</em>ublications</a></li>
<li><a href="university_en.html" accesskey="u"><em>U</em>niversity</a></li>
<li><a href="links_en.html" accesskey="l"><em>L</em>inks</a></li>
<li><a href="index_fr.html" accesskey="f"><em>F</em>rench</a></li>
</ul>
</div>
</div>
<div id="sidebar">
<h2>Recent stuff</h2>
<b>I am no longer updating this website.</b> Please visit instead <a href="https://mila.quebec/en/person/hugo-larochelle/">my Mila page</a> for up-to-date information about me.
<!--
<table border="0" cellspacing="3" cellpadding="0" style="BORDER: #666 2px groove;" bgcolor="#DDD">
<td> <font color="#555">
<b>I'm looking for PhD and master students.</b> <br>
If you are interested in machine learning research,
please contact me for details.<br>
Learn about USherbrooke <a href="http://www.usherbrooke.ca/accueil/english/">here</a>.
</font>
</td>
</table>
<br>
-->
<!--
<b>General Chair for NeurIPS 2020 </b><br><br>
<b> Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples [<a href="https://openreview.net/forum?id=rkgAGAVKPr">html</a>] [<a href="https://github.com/google-research/meta-dataset">github</a>] </b><br>
Eleni Triantafillou, Tyler Zhu, Vincent Dumoulin, Pascal Lamblin, Utku Evci, Kelvin Xu, Ross Goroshin, Carles Gelada, Kevin Swersky, Pierre-Antoine Manzagol, Hugo Larochelle,<br>
ICLR 2020<br><br>
<b> Language GANs Falling Short [<a href="https://openreview.net/forum?id=BJgza6VtPB">html</a>] </b><br>
Massimo Caccia, Lucas Caccia, William Fedus, Hugo Larochelle, Joelle Pineau, Laurent Charlin,<br>
ICLR 2020<br><br>
<b> Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction [<a href="https://arxiv.org/abs/1911.12511">arXiv</a>] </b><br>
Vishal Jain, William Fedus, Hugo Larochelle, Doina Precup, Marc G. Bellemare,<br>
AAAI 2020<br><br>
<b> The Hanabi Challenge: A New Frontier for AI Research [<a href="https://www.sciencedirect.com/science/article/pii/S0004370219300116">html</a>] [<a href="https://arxiv.org/abs/1902.00506">arXiv</a>] </b><br>
Nolan Bard, Jakob N.Foerster, Sarath Chandar, Neil Burch, Marc Lanctot, H. Francis Song, Emilio Parisotto, Vincent Dumoulin, Subhodeep Moitra, Edward Hughes, Iain Dunning, Shibl Mourad, Hugo Larochelle, Marc G. Bellemare, Michael Bowling,<br>
<i>Artificial Intelligence</i>, 280, 2020<br><br>
<b> Machine Behaviour [<a href="https://www.nature.com/articles/s41586-019-1138-y">html</a>] [<a href="https://www.nature.com/articles/s41586-019-1138-y.pdf">pdf</a>] </b><br>
Iyad Rahwan, Manuel Cebrian, Nick Obradovich, Josh Bongard, Jean-François Bonnefon, Cynthia Breazeal, Jacob W. Crandall, Nicholas A. Christakis, Iain D. Couzin, Matthew O. Jackson, Nicholas R. Jennings, Ece Kamar, Isabel M. Kloumann, Hugo Larochelle, David Lazer, Richard McElreath, Alan Mislove, David C. Parkes, Alex 'Sandy' Pentland, Margaret E. Roberts, Azim Shariff, Joshua B. Tenenbaum, Michael Wellman,<br>
<i>Nature</i>, 568: 477-486, 2019<br><br>
-->
</div>
<!--
<div id="sidebarright">
</div>
-->
<div id="contentnorightbar">
<table width="490" border="0" cellspacing="0" cellpadding="0" height="34">
<tr>
<td>
<b><font size=+1>Hugo Larochelle</font></b><br>
Google Brain<br>
<b>Twitter:</b> <a href="https://twitter.com/hugo_larochelle">@hugo_larochelle</a><br>
</td>
<td> <img src="images/hugo_udes.png" WIDTH=170 align=top> </td>
</tr>
</table><br>
<!--
<h2>Research interests</h2> My research focuses
on <a href="http://en.wikipedia.org/wiki/Machine_learning">machine
learning</a>, i.e. in the development of algorithms
capable of extracting concepts and abstractions from data.
I'm particularly interested in deep neural networks,
mostly applied in the context of big data and to
artificial intelligence problems such as computer vision
and natural language processing.
<br><br>
<h2> Students </h2>
<ul>
<li> <a href="https://mila.quebec/personne/disha-shrivastava/">Disha Shrivastava</a> (Ph.D., co-supervised with <a href="http://daniel.tarlow.org/">Danny Tarlow</a>)
<li> <a href="https://davidbieber.com/">David Bieber</a> (Ph.D., co-supervised with <a href="http://daniel.tarlow.org/">Danny Tarlow</a>)
<li> <a href="http://acsweb.ucsd.edu/~wfedus/">William Fedus</a> (Ph.D., co-supervised with <a href="http://www.iro.umontreal.ca/~bengioy/yoshua_en/research.html">Yoshua Bengio</a>)
<li> <a href="http://adam.salvail.net">Adam Salvail-Bérard</a> (Ph.D., co-supervised with <a href="http://www.dmi.usherb.ca/~dussault/">Jean-Pierre Dussault</a>)
<li> Alex Boulanger (M.Sc.)
<li> <a href="http://www.sarathchandar.in">Sarath Chandar</a> (Ph.D., co-supervised with <a href="http://www.iro.umontreal.ca/~bengioy/yoshua_en/research.html">Yoshua Bengio</a>, graduated)
<li> <a href="http://havaeimo.github.io/about">Mohammad Havaei</a> (Ph.D., co-supervised with <a href="http://www.dmi.usherb.ca/~jodoin/en/index.html">Pierre-Marc Jodoin</a>, graduated)
<li> <a href="http://marccote.github.io/">Marc-Alexandre Côté</a> (Ph.D., co-supervised with <a href="http://scil.dinf.usherbrooke.ca/?page_id=296&lang=en&langSwitched=1">Maxime Descoteaux</a>, graduated)
<li> Stanislas Lauly (Ph.D., graduated)
<li> <a href="https://sites.google.com/site/zhengyin1126/">Yin Zheng</a> (Ph.D., co-supervised with <a href="http://oa.ee.tsinghua.edu.cn/~zhangyujin/">Yu-Jin Zhang</a>, graduated)
<li> Philippe Poulin (M.Sc., graduated)
<li> Félix-Antoine Ouellet (M.Sc., graduated)
<li> Mathieu Germain (M.Sc., graduated)
</ul>
-->
<!-- <h2>Research projects</h2>
Here is a short list of my current projects:
<br><br>
<ul>
<li> <b><a href="projects_attention.html">Attention-based computer vision:</a></b> development of
computer vision systems relying on attentional mechanisms;
<br><br>
<li> <b><a href="projects_deep_learning.html">Deep learning:</a></b> exploration of learning
procedures and algorithms to better train neural
networks with several hidden layers;
<br><br>
<li> <b><a href="projects_classrbm.html">Restricted Boltzmann machines for
classification:</a></b> investigation of variants of the
restricted Boltzmann machine that are more suitable
for classification problems in high dimensions
(images, documents, etc.);
<br><br>
<li> <b><a href="projects_struct_output.html">Learning algorithms for structured output
prediction:</a></b> development of new learning
algorithms for structured output prediction, with a
focus on energy-based models;
<br><br>
<li> <b><a href="projects_nade.html">Neural autoregressive models:</a></b> investigation of
neural network-based solutions to the modelling of the distribution
of high-dimensional data.
<br>
</ul>
<br>
-->
<!--
<h2> Mini-CV</h2>
Before joining Google Brain, I was a research scientist at Twitter and
a professor at the Computer Science department
of <a href="http://www.usherbrooke.ca/">Université de
Sherbrooke</a>. I also spent two years in
the <a href="http://learning.cs.toronto.edu/">machine
learning group</a>
at <a href="http://www.utoronto.ca">University of
Toronto</a>, where I was a postdoctoral fellow under the supervision of
<a href="http://www.cs.toronto.edu/~hinton/">Geoffrey
Hinton</a>.
<br><br>
I obtained my Ph.D. in Computer Science at
<a href="http://www.umontreal.ca/">Université de
Montréal</a>, under the supervision of
professor <a href="http://www.iro.umontreal.ca/~bengioy">Yoshua
Bengio</a>. I also did my undergrad at Université de Montréal,
in Mathematics and Computer Science.
<br><br> My complete CV can be found
<a href="CV_en.pdf">here</a>.
-->
</div>
<div id="footer">
</div>
</div>
</div>
</body>
</html>