-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathaboutus.html
96 lines (77 loc) · 4.03 KB
/
aboutus.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
<!DOCTYPE HTML>
<!--
Introspect by TEMPLATED
templated.co @templatedco
Released for free under the Creative Commons Attribution 3.0 license (templated.co/license)
-->
<html>
<head>
<title>About us - MLLAB at SNU</title>
<meta charset="utf-8"/>
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"/>
<link rel="stylesheet" href="assets/css/owl.carousel.css"/>
<link rel="stylesheet" href="assets/css/owl.theme.default.css"/>
<link rel="stylesheet" href="assets/css/main.css?v=0.075"/>
<script type="text/javascript">
var loc = window.location.href+'';
// Comment away this part when running on local (python app.py)
if (loc.indexOf('http://')==0){
window.location.href = loc.replace('http://','https://');
}
//
if (document.location.pathname == '/~hyunoh' || document.location.pathname.startsWith('/~hyunoh/')) {
document.location.pathname = '/hyunoh/';
}
</script>
</head>
<body>
<!-- Header -->
<header id="header">
<div class="inner header_inner">
<a href="." class="logo"><img class="logo-image" src="./images/snu_logo_white.png" /> <img class="logo-image" src="./images/mllab-logo-new.png" /></a>
<nav id="nav">
<a href="." class="">Home</a>
<a href="aboutus.html" class="current">About Us</a>
<a href="people.html" class="">People</a>
<a href="publications.html" class="">Publications</a>
<a href="courses.html" class="">Courses</a>
<a href="gallery.html" class="">Gallery</a>
</nav>
</div>
</header>
<a href="#menu" class="navPanelToggle"><span class="fa fa-bars"></span></a>
<!-- Main -->
<section id="main" >
<div class="inner">
<header class="major special">
<h1>About Us</h1>
</header>
<a href="#" class="image fit"><img src="images/mllab_logo_black.png" alt="" /></a>
<p>
The Machine Learning Lab at Seoul National University focuses on developing principled optimization algorithms to address fundamental challenges in machine learning. These challenges often involve combinatorial, high-dimensional, or computationally intensive objectives, arising in areas such as neural network compression, metric learning, reinforcement learning, and adversarial robustness. By leveraging techniques such as combinatorial optimization, algebraic, and probabilistic methods, the lab designs efficient and scalable solutions for these complex tasks.
</p>
<br>
<p>
A unifying theme of the lab's work is the development of algorithms that are both theoretically grounded and practically impactful. This includes exploiting problem structures when possible, while ensuring robustness and adaptability in less predictable environments, such as those encountered in reinforcement learning. Central questions drive the lab's research: How can optimization frameworks scale effectively with modern computational demands? What strategies enable robust and adaptive learning across diverse applications? By addressing these questions, the lab aims to advance machine learning with methodologies that are rigorous, efficient, and widely applicable.
</p>
</div>
</section>
<!-- Footer -->
<section id="footer">
<div class="inner">
<strong>MLLAB, Computer Science and Engineering, Seoul National University</strong>
</br>
<a class="icon fa-map-marker"><span class="label">Location</span></a> Samsung Electronics-Seoul National University Research Center (Building 944),<br> 1, Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
<div class="copyright">
© SNU MLLAB Design: <a href="https://templated.co/">TEMPLATED</a>. Images <a
href="https://unsplash.com/">Unsplash</a>
</div>
</div>
</section>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/breakpoints.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>