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What do the bounds tell us? | yang's blog
https://eyounx.wordpress.com/2011/03/07/what-do-the-bounds-tell-us
Thoughts on my research. What do the bounds tell us? In a paper that I recently read (from a top conference), it says the reason that. We can replace the the zero-one loss (. Is that the logit loss upper bounds the zero-one loss, so we can minimize the logit-loss instead of zero-one loss. Actually, “2 – logit-loss” is also an upper bound of zero-one loss, can we minimize “2 – logit-loss” (note 2 is a constant thus can be omitted) instead of the zero-one loss? March 7, 2011 at 3:26 am. You are commenting ...
Science: A Wandering Mind Is an Unhappy Mind | yang's blog
https://eyounx.wordpress.com/2010/11/12/science-a-wandering-mind-is-an-unhappy-mind
Thoughts on my research. Science: A Wandering Mind Is an Unhappy Mind. An interesting Science paper investigating happyness:. Http:/ www.sciencemag.org/cgi/content/full/330/6006/932. We developed a smartphone technology to sample people’s ongoing thoughts, feelings, and actions and found (i) that people are thinking about what is not happening almost as often as they are thinking about what is and (ii) found that doing so typically makes them unhappy. November 12, 2010 at 2:34 am. Enter your comment here.
Call-for-participant: 2011 International Workshop on Nature Inspired Computation and Its Applications | yang's blog
https://eyounx.wordpress.com/2011/03/09/call-for-participant-2011-international-workshop-on-nature-inspired-computation-and-its-applications
Thoughts on my research. Call-for-participant: 2011 International Workshop on Nature Inspired Computation and Its Applications. 2011 International Workshop on Nature Inspired Computation and Its Applications. 17 April 2011 (Sunday). West Campus, University of Science and Technology of China (USTC), Hefei, Anhui 230027, China. NOTE: Participation at the workshop is free. No registration is required. Information about the hotels near the workshop venue can be found here:. Phone: 86 551 3600547. Baoliang Lu...
eyounx | yang's blog
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Thoughts on my research. A researcher from China, who is interested in artificial intelligence (machine learning and evolutionary computation). An interesting article:”I, algorithm”. July 12, 2011 – 8:58 am. I, algorithm: A new dawn for artificial intelligence. Take a mark here. A priori v.s. a posteriori regularization. July 9, 2011 – 5:17 pm. Which then certainly cannot be determined easily. Commonly, we setup a hypothesis space, which is not quite large, and then pick a hypothesis from the space. ...
Machine Learning and Evolutionary Algorithms | yang's blog
https://eyounx.wordpress.com/2010/11/01/machine-learning-and-evolutionary-algorithms
Thoughts on my research. Machine Learning and Evolutionary Algorithms. I had wonderful 5 days in IWNICA. Thanks to Prof. Yao. And Prof. Tang. And many other organizers and volunteers. What can EAs do, that can not be done by other optimization techniques? There were some specific discussions I was involved during the workshop. One is, can EAs do large-scale learning task? Since many people recognize EAs as time-consuming techniques. An ICML’09 paper Fast Evolutionary Maximum Margin Clustering is an e...
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yang's blog | thoughts on my research
Thoughts on my research. An interesting article:”I, algorithm”. I, algorithm: A new dawn for artificial intelligence. Take a mark here. July 12, 2011 – 8:58 am. A priori v.s. a posteriori regularization. Which then certainly cannot be determined easily. There exists one kind of learning algorithms that appears resistant to overfitting meanwhile appears missing the regularization. This kind involves Bagging, Random Forests, Random Subspaces and other approaches under the term. Might provides another way w...
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