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<title>QxRed</title>
      <link>http://qxred.ycool.com/</link>
      <description><![CDATA[]]></description>
      <pubDate>Tue, 23 Jun 2009 06:06:33 GMT</pubDate>
      <lastBuildDate>Tue, 23 Jun 2009 06:06:33 GMT</lastBuildDate>
      <image>
        <url>http://sta.yculblog.com/images/logo/general-88x31.gif</url>
        <title>QxRed</title>
        <link>http://qxred.ycool.com/</link>
      </image>
<item>
        <title>再读兰亭集序</title>
        <link>http://qxred.ycool.com/post.2198758.html</link>
        <description><![CDATA[虽趣舍万殊，静躁不同，当其欣于所遇，暂得于己，快然自足，不知老之将至；及其所之既倦，情随事迁，感慨系之矣。向之所欣，俯仰之间，已为陈迹，犹不能不以之兴怀，况修短随化，终期于尽！古人云，&ldquo;死生亦大矣。&rdquo;岂不痛哉！<br />
<br />
人的一生，用各种短暂的满足来忘却生死，悲啊！...
]]></description>
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        <pubDate>Mon, 01 Jun 2009 01:06:03 GMT</pubDate>

      </item>

      <item>
        <title>点灯</title>
        <link>http://qxred.ycool.com/post.2169995.html</link>
        <description><![CDATA[<br />
http://www.fjdh.com/main/musonline/mus/diandeng.mp3<br />
<br />
点一盏心灯 照亮黑暗的心灵角落<br />
点一盏心灯 带来希望的每一分钟燃起的火焰<br />
点一盏心灯 照亮黑暗的心灵角落<br />
点一盏心灯 带来希望的每一分钟燃起的火焰<br />
一朵 两朵 三朵 千朵 万朵 留给哀伤的泪眼<br />
一朵 两朵 三朵 千朵 万朵 留给迷路的旅人<br />
点一盏心灯 照亮黑暗的心灵角落<br />
点一盏心灯 带来希望的每一分钟燃起的火焰<br />
一朵 两朵 三朵 千朵 万朵 留给哀伤的泪眼<br />
一朵 两朵 三朵 千朵 万朵 留给迷路的旅人<br />
一朵 两朵 三朵 千朵 万朵 献给哭泣的弱者<br />
一朵 两朵 三朵 千朵 万朵 献给苦痛的众生<br />
点一盏心灯 带来希望的每一分钟&hellip;&hellip;...
]]></description>
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        <pubDate>Thu, 14 May 2009 11:05:27 GMT</pubDate>

      </item>

      <item>
        <title>今天讨论班报告了一篇论文</title>
        <link>http://qxred.ycool.com/post.2133384.html</link>
        <description><![CDATA[方法很新颖，结果比别人差。<br />
这种文章真臭美。<br />
没有精度，就没有发言权，就不要出来献丑。<br />
还分析了半天原因，咯里啰唆。<br />
精度上不去，任何合理的方法都是不合理的，<br />
只要精度上去，不合理的方法都是合理的。...
]]></description>
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        <pubDate>Fri, 10 Apr 2009 08:04:45 GMT</pubDate>

      </item>

      <item>
        <title>回首学术之旅</title>
        <link>http://qxred.ycool.com/post.2131893.html</link>
        <description><![CDATA[本科毕业后，开始接触机器学习。这是一个有趣的领域，让整天只会打游戏的我对学习产生兴趣。这些年确实学到了很多东西，让我了解了一些很有前景的技术。但是，我并不打算继续下去，以论文为中心的学术界已经脱离了实际应用，作为一个学生，我更希望所学可以改变人们的日常生活，就象Ajax那样。我希望前景可以变为现实。今后我会偏向于工程方面，尽我的努力把机器学习这个技术的魅力发挥出来。...
]]></description>
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        <pubDate>Wed, 08 Apr 2009 16:04:21 GMT</pubDate>

      </item>

      <item>
        <title>很野蛮的调试方法</title>
        <link>http://qxred.ycool.com/post.2131823.html</link>
        <description><![CDATA[由于没有javascript脚本调试工具，只能靠输出来看见变量内容。以下是我想看函数的形参值的代码：<br />
&lt;script language=&quot;javascript&quot;&gt;<br />
function chk(i)<br />
{<br />
&nbsp;&nbsp;&nbsp; location.href=i;<br />
}<br />
。。。...
]]></description>
        <guid isPermaLink="true">http://qxred.ycool.com/post.2131823.html</guid>
        <pubDate>Wed, 08 Apr 2009 14:04:00 GMT</pubDate>

      </item>

      <item>
        <title>pocket crf 0.45 上传</title>
        <link>http://qxred.ycool.com/post.2125959.html</link>
        <description><![CDATA[sourceforge 镜像：<br />
<a href="https://sourceforge.net/project/showfiles.php?group_id=201943&package_id=240376&release_id=672852">https://sourceforge.net/project/showfiles.php?group_id=201943&amp;package_id=240376&amp;release_id=672852</a><br />
<br />
google code镜像：<br />
<a href="http://code.google.com/p/pocketcrf/">http://code.google.com/p/pocketcrf/</a><br />
增加了passive aggressive训练算法<br />
支持范围的特征，比如一个词的周围的词集的特征...
]]></description>
        <guid isPermaLink="true">http://qxred.ycool.com/post.2125959.html</guid>
        <pubDate>Wed, 01 Apr 2009 14:04:06 GMT</pubDate>

      </item>

      <item>
        <title>我的EQ果然很低...</title>
        <link>http://qxred.ycool.com/post.2089606.html</link>
        <description><![CDATA[EQ测试：(满分20分)<br />
http://astro.sina.com.cn/t/2004-12-27/15038.shtml<br />
<br />
您的成绩：10分<br />
你意识到自己和他人的情感，但有时却忽视它们，你不重视它们，你喜欢比较现实的东西，达到感观上的满足你就觉得够了，你忽视心灵 层次的需要，不太会做情感方面的沟通和交融，但你却不明白这对你的幸福而言是多么重要。事实上你对乔迁和你的股票大涨等诸如此类的事情更有兴趣，你比较在 乎的是物质方面的收益，这些几乎支配着你的生活，也是你生活的重心。然而，无论实现多少物质目标，你仍然感到不满足，如果你的生活只是围绕着它的，那么你 永远也不能让自己停歇下来。试着去分析和理解你的情感，感觉你内心最真实的一角，并且按照你真正想要的去行动，你会更幸福。记住，有时可能会被暂时压制， 但是，你总是能够从挫折中吸取教训而不是消沉，并能重新创造你的优势，让自己变得更完美。<br />
<br />
EQ低是很糟糕的事情，在交流的时候会出现很大的问题。<br />
EQ高低是天生的么，就像IQ一样？...
]]></description>
        <guid isPermaLink="true">http://qxred.ycool.com/post.2089606.html</guid>
        <pubDate>Sat, 07 Feb 2009 12:02:22 GMT</pubDate>

      </item>

      <item>
        <title>graphic model revisited</title>
        <link>http://qxred.ycool.com/post.2081949.html</link>
        <description><![CDATA[chapter 2<br />
1.Conditional independence, is X_A&perp;X_B | X_C ?<br />
&nbsp; (1) directed graphs: bayes ball algorithm, page 17<br />
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; shade X_C, place a ball at each of the nodes X_A, let the balls bounce around according to 3 rules (figure 2.9-figure 2.13). If none of the balls reach X_B, then X_A&perp;X_B | X_C; otherwise independence is not true<br />
&nbsp; (2) undirected graphs: X_A&perp;X_B | X_C holds if and only if all paths from X_A to X_B pass through X_C (figure 2.21)<br />
<br />
chapter 3<br />
1.Elimination algorithm<br />
&nbsp; (1) directed graphs: figure 3.3<br />
&nbsp; (2) undirected graphs: the only change occures in the INITIALIZATION stage, replace local conditional probabilities by potentials, page 11<br />
&nbsp; <br />
2.Complexity analysis<br />
&nbsp; (1) Graph elimination algorithm<br />
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; (a) undirected graphs: connect all the remaining neighbors of X_i, remove X_i from the graph (figure 3.5, 3.6)<br />
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; (b) directed graphs: convert to undirected graph by moralization (figure 3.9, 3.10), then use the same algorithm for undirected graphs<br />
&nbsp; (2) reconsistituted graph: retain the edges created during the elimination procedure (figure 3.7)<br />
&nbsp; (3) complexity: <br />
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; (a) exponential in treewidth: one less than the smallest achievable value of the cardinality of the largest elimination clique over all possible elimination orders, page 16<br />
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; (b) finding the best elimination order is NP hard<br />
<br />
<br />
chapter 4<br />
1. Message passing<br />
&nbsp;&nbsp; (1) Message passing (equation 4.7, 4.8)<br />
&nbsp;&nbsp; (2) Message passing protocol page 9<br />
2. Sum-Product algorithm<br />
&nbsp;&nbsp; (1) synchronous parallel algorithm, page 9, paragraph next to Message passing protocol (figure 4.4)<br />
&nbsp;&nbsp; (2) Inward Outward algorithm for tree, figure 4.5<br />
3. Factor graph<br />
&nbsp;&nbsp; (1) directed trees, treat each conditional probability as a pontential, construct factor graph as undirected graphs<br />
&nbsp;&nbsp; (2) Message passing (equation 4.12, 4,13, 4.16-4.19)<br />
&nbsp;&nbsp; (3) Message passing protocol, page 18<br />
&nbsp;&nbsp; (4) Sum Product algorithm for tree, figure 4.11<br />
&nbsp;&nbsp; (5) Polytrees: replace each v structure by a factor, page 24 (figure 4.15)<br />
4. Max product algorithm, replace sum operation by max operation<br />
<br />
chapter 16<br />
1. properties of conditional indendence. (theorem 4.1-4.5)<br />
2. relations between properties of distribution for directed graphs: <br />
&nbsp;&nbsp; DF &lt;=&gt; DL &lt;=&gt; DG &lt;=&gt; d-separation =&gt; DP; DP =&gt; d-separation if all probabilites are positive<br />
&nbsp;&nbsp; (1) DF: directed factorization. P(S)=\prod_i P(S_i|pa(S_i)). (equation 4.16)<br />
&nbsp;&nbsp; (2) DL: directed local markov. any node is conditionally independent of its non-descendents given its parents: a&perp;nd(a)|pa(a), page 77 (equation 4.22)<br />
&nbsp;&nbsp; (3) DG: directed global markov. A&perp;B|C whenever C separates A from B in the smallest anncestral moral graph (smallest anncestral moral graph, figure 4.17)<br />
&nbsp;&nbsp; (4) d-separation: P(S) satisfies all conditional independence implied by the graph&nbsp;&nbsp; <br />
&nbsp;&nbsp; (5) DP: directed pairwise markov: for any two nodes a,b , b&isin;nd(a), we have a &perp; b | nd(a)\b (figure 4.18, equation 4.24)<br />
3. relations between properties of distribution for undirected graphs: <br />
&nbsp;&nbsp; F =&gt; G =&gt; P &lt;=&gt; L; F &lt;=&gt; G &lt;=&gt; P &lt;=&gt; L if all probabilites are positive<br />
&nbsp;&nbsp; (1) F: P(S)=\proc_c \phi(c)<br />
&nbsp;&nbsp; (2) G: global markov. For any disjoint subsets of nodes A,B,C such that C separates A,B, P(S) satisfies A&perp;B|C<br />
&nbsp;&nbsp; (3) P: pairwise markov. For any two nodes a,b in the graph such that there is no direct link in the graph from a to b, then a&perp;b | S\{a,b}<br />
&nbsp;&nbsp; (4) L: local markov. a&perp;S\cl(a) | bd(a)<br />
4. relations between directed graph and its moral graph<br />
&nbsp;&nbsp; (1) independence in moral graph =&gt; independence in directed graph (theorem 4.8)<br />
&nbsp;&nbsp; (2) independence in directed graph =&gt; independence in smallest ancestral moral graph (theorem 4.9)<br />
&nbsp;&nbsp; <br />
chapter 17<br />
1.Junction tree<br />
&nbsp;&nbsp; (1) Property: for any pair of cliques V and W, all cliques on the unique path between W and V contain W&cap;V , page 22 (figure 17.3)<br />
&nbsp;&nbsp; (2) local consistency <br />
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; (a) \phi(S)=\sum_{W\S} \phi(W), for any W &isin; N(S)<br />
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; (b) two pass algorithm (equation 17.14, 17.15, 17.18, 17.19)<br />
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; (c) Propagation in a clique tree, Message passing protocol, page 18 (figure 17.11)<br />
&nbsp;&nbsp; (3) global consistency (equation 17.11)<br />
&nbsp;&nbsp; (4) construction algorithm: Maxmimal spanning tree algorithm (figure 17.14)<br />
&nbsp;&nbsp; (5) Hugin algorithm for deriving equation 17.11, page 29<br />
2 Triangulation<br />
&nbsp;&nbsp; (1) A graph is triangulated if there are no chordless cycles in the graph, page 25<br />
&nbsp;&nbsp; (2) All triangulated graph have a junction tree (theorem 3)<br />
&nbsp;&nbsp; (3) graph elimination for undirected graph yield a trangulated graph. (theorem 4)<br />
&nbsp;&nbsp; (4) Decomposable = triangulated = junction tree ,page 36 (theorem 7)...
]]></description>
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        <pubDate>Fri, 23 Jan 2009 07:01:24 GMT</pubDate>
<category>graphic model</category>

        <category>struct learning</category>
      </item>

      <item>
        <title>graphic model这本书好乱啊</title>
        <link>http://qxred.ycool.com/post.2080156.html</link>
        <description><![CDATA[2，3，4很正统，从第五章开始就是分类器之类的东西了，EM也在里面。额，好像连重要的Loopy都没有<br />
Jordan 啊 Jordan，偶想告诉你，如果要我再选一次，我就不看你的书了...
]]></description>
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        <pubDate>Tue, 20 Jan 2009 10:01:05 GMT</pubDate>

      </item>

      <item>
        <title>昨晚的噩梦</title>
        <link>http://qxred.ycool.com/post.2078513.html</link>
        <description><![CDATA[<p><font face="Arial">上海上空一整块臭氧层缺失，强烈的紫外线直射地面，造成数百度的气温。暖空气迅速上升，强烈的气压差使得冷空气从四面八方补充过来，形成漩涡。<br />
复旦双子楼，我伫立在西塔的高处，透过滚烫的玻璃向外张望，突然间整块玻璃因室内外的巨大温差而轰然碎落，强大的旋风把我抛到了一块坚硬的墙壁上。我跌跌撞撞地站起来，到处是奔走呼救的声音，我随着人群涌向塔的内侧，那里有安全出口。<br />
由于楼梯太窄，我们在楼梯口焦急地等着、推着。<br />
就在这时，强大的旋风把西塔从中间横腰切断，塔顶向内侧倾斜。我感觉到后面的人渐渐压在了我背上，突然间整个楼层轰然滑落，开始自由落体。我们被地压在玻璃窗上往下坠落。透过玻璃，我看见东塔的人们扶着窗户，用惊恐的眼神望着我们。<br />
塔塌了一半，突然停住，我们随着玻璃继续往下，被几个支出的墙壁碰撞缓冲之后，我被重重地砸在了地上。我意识到，自己还可以动。于是爬起来。这里是双子楼底楼的中央大厅，到处都是灰尘废墟，无数的玻璃窗被大风吹得在大厅中央横向穿梭。<br />
我打算从楼北面出口逃走，可是那里已经被巨大的断壁封锁，于是转向南面正门逃生。刚出大门，发现外面是一片耀眼的白光刺得人几乎睁不开眼，除了倾斜的大楼的轮廓外，什么都看不见。高温烫的我触电式地缩回来，这时一块宽5米多的巨大玻璃横着像我迎面飞来。</font></p>
<p><font face="Arial">我猛然惊醒，南极洲！南极洲！</font></p>...
]]></description>
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        <pubDate>Sun, 18 Jan 2009 07:01:50 GMT</pubDate>

      </item>

      <item>
        <title>小学里最崇拜的一篇作文</title>
        <link>http://qxred.ycool.com/post.2077487.html</link>
        <description><![CDATA[<p>名字是《<a href="http://fifid.com/search/%E5%AF%BB%E6%89%BE%E4%B8%80%E5%BA%A7%E9%93%9C%E5%83%8F?src=yb_qsal&utm_source=yb_qsal&utm_medium=link&utm_content=rsspost" target="_blank">寻找一座铜像</a>》，好像是89年《<a href="http://fifid.com/search/%E4%BD%9C%E6%96%87%E9%80%9A%E8%AE%AF?src=yb_qsal&utm_source=yb_qsal&utm_medium=link&utm_content=rsspost" target="_blank">作文通讯</a>》上的，作者是文学社的一个人<br />
想当年，我小学6年级，这篇作文看了不知道多少遍，可是没看懂它写的是什么。因为及其喜欢其中的语句，还把这篇作文抄在一个本子上，而且还背过。但是那本本子今天找了一个下午也没找到。当时我问班上作文最好的女生，她说这篇作文是写老师的。<br />
<br />
现在我只记得第一段了：<br />
<br />
象牙塔的岁月里/ 我只捡了些闪光的名字和红指甲的生平/ 当气球炸出三月的天空/ 我的所有感觉之手/ 便缤纷为青铜的叶子了<br />
<br />
sigh,好怀念。</p>...
]]></description>
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        <pubDate>Sat, 17 Jan 2009 07:01:22 GMT</pubDate>

      </item>

      <item>
        <title>这一天</title>
        <link>http://qxred.ycool.com/post.2074675.html</link>
        <description><![CDATA[早上7：35上了去上海的汽车，到了上海立刻回学校发现本子果然在寝室。于是赶紧带上去车站买汽车票，谁知连续几天的车票都没有了。又从北广场转到南广场排了一个小时的队买到了明天回家的火车票。刚会实验室，听说导师找我，于是立马赶到导师家。导师和我讨论了半天，说我没能够把论文的东西讲清楚，如果要投的话，不要署他的名字。谢天谢地，能让我投就可以了，想当年在公司的时候，如果老板不让你投文章，你自己投的话，公司会起诉你的！所以虽然被劈头盖脑地批评了一通，不过导师还是指出了文章的一个细节错误，而且还不反对我投稿，这就够了。累死了，吃饭去。...
]]></description>
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        <pubDate>Thu, 15 Jan 2009 09:01:14 GMT</pubDate>

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