This seems to be what topic mapping and merging is about.

一篇来自中科院的 paper。充分利用每个样本的 attention map 在训练和测试阶段都作为有效信息送入模型来“学习”和“检验”模型，从而实现数据扩增(成对生成正反 label)和对非相关噪声特征更加鲁棒。

As of ECMAScript 2015 (ECMA-262 6th Edition / June 2015), Maps (the spec and MDN docs) can be used to store objects —or any other "arbitrary ECMAScript language values"— as keys.

Test

Telangana New Districts, Newly Formed State got Bifurcated

This map shows northern Alaska, the Arctic National Wildlife Refuge region, and the 1002 area which will be explained in a later section. The ANWR spans 19.2 million acres, and the 1002 area is 1.5 million acres.

"ANWR: Producing American Energy and Creating American Jobs." House Committee on Natural Resources. Accessed May 05, 2017. http://naturalresources.house.gov/anwr/.

Banks Island is the 5th largest western Arctic island in the Northwest Territories of Canada. The island was discovered by Lieutenant Frederick Beechey on Sir William Parry’s expedition in 1820. Parry named the island after Sir Joseph Banks, who was the president of the Royal Society in England. The island was first inhabited by Europeans in 1850 by the crew of Robert McClure after their ship, the Investigator got trapped. His men inhabited the island for two months before they were discovered and rescued. The island has been inhabited for different periods of time for roughly 3000 years by the Pre-Dorset, Thule, and Copper Inuit people, but now mainly houses trappers (Marsh 2010). Banks Island is well known for its wildlife, including Arctic foxes, wolves, caribou, polar bears, and a diverse bird population (Encyclopedia Britannica 2005). A bird sanctuary is located on Banks Island to protect bird breeding grounds from physical disturbances associated with thawing permafrost (Banks Island Migratory Bird Sanctuary n.d.). Banks Island is bordered by the Beaufort Sea, Amundsen Gulf, McClure Strait, and Prince of Wales Strait, as shown on the attached map. The topography of Banks Island varies between a northern and southern plateaus and low lands in between. Many glacier lakes can be found on Banks Island due to glacier erosion (Marsh 2010). Map: Description

Sources: “Banks Island.” Encyclopaedia Britannica. May 19, 2005. Accessed March 04, 2017. https://www.britannica.com/place/Banks-Island.

Marsh, James H. "Banks Island." The Canadian Encyclopedia. November 30, 2010. Accessed March 04, 2017. http://www.thecanadianencyclopedia.ca/en/article/banks-island/.

"Banks Island Migratory Bird Sanctuary (NT017)." Banks Island Migratory Bird Sanctuary (NT017). Accessed March 04, 2017. http://www.ibacanada.ca/mobile/site.jsp?siteID=NT017.

map

I read this line and questioned it. Then I thought about the Lord of the Rings and JRR Tolkien's map of Middle Earth.

Hailey, age 10, and I are reading the Warriors series by Erin Hunter. We're on the fifth of six books in this little epic fantasy of anthropomorphized cats forever at war for territory. My daughter and I have committed this map to memory generally but we still break from the narrative to study it when we can't quite picture where the latest cat drama is taking place. At bedtime and in our leisure time we worry, we predict, we rejoice and we study these fictional cats who are forever at war for territory.

https://www.youtube.com/watch?v=wElrDRAmj4w

As all maps are .. once unfolded, they take on a story of their own ... https://www.youtube.com/watch?v=iYLPe9WLqe0

https://www.google.cz/maps/place/Ile+Tromelin/@-15.8912132,54.5185319,1762m/data=!3m1!1e3!4m2!3m1!1s0x223214bebf13fbd7:0x7691448fcb61642d

Can anyone provide resources where I can find this derivation? In particular, the derivation for the regularization term \(R(W)\) coming from a Gaussian prior on \(W\).