公开(公告)号：US20180026649A1

公开(公告)日：2018-01-25

申请号：US15654632

申请日：2017-07-19

申请人： Georges Harik

发明人： Georges Harik

IPC分类号： H03M7/30 ,  G06N99/00

CPC分类号： H03M7/30 ,  G06N3/0454 ,  G06N3/063 ,  G06N3/08 ,  G06N20/00 ,  H03M7/3071 ,  H03M7/3082

摘要： A data compression system includes: (a) a data compression module that receives a sequence of input vectors and that provides a sequence of compressed vectors; (b) a data decompression module that receives the compressed vectors to provide a sequence of output vectors; and (c) a parameter update module that receives the sequence of input vectors and the sequence of output vectors, and which learns the data compression module and data decompression module based on evaluating a loss function of the input vectors, the output vectors, and the parameters controlling the compression module and the decompression module. Each input vector and its corresponding output vector may represent digitized time-domain signals (e.g., speech, audio or video signals) over a predetermined time period. The loss function may be evaluated for each of a sequence of predetermined time periods.

公开(公告)号：US09600777B2

公开(公告)日：2017-03-21

申请号：US14203306

申请日：2014-03-10

申请人： Georges Harik

发明人： Georges Harik

IPC分类号： G06F15/18 ,  G06N99/00 ,  G06F17/27

CPC分类号： G06N99/005 ,  G06F17/276

摘要： A method provides program structures for constructing a program that is learned over training data. In one example, two specific program structures are provided in which the first program structure transforms each vector in an input tuple of vectors to provide an output tuple of vectors, and the second program structure operates on an input tuple of vectors to provide an output tuple of vectors by applying one or more transformations that each involves two or more vectors in the input tuple. The transformations of the first and second program structures may be linear transformations. The program may alternatively execute the first program structure and the second program structure in any suitable order a number of times, beginning with operating one of the program structures on an initial tuple of vectors. The vectors may each consist of an ordered set of real numbers.

公开(公告)号：US09141589B2

公开(公告)日：2015-09-22

申请号：US13280826

申请日：2011-10-25

申请人： Noam M. Shazeer ,  Georges Harik

发明人： Noam M. Shazeer ,  Georges Harik

IPC分类号： G06F17/30 ,  G06F17/22

CPC分类号： G06F17/2235 ,  G06F17/30867

摘要： A method and an apparatus to provide a personalized page to a user have been disclosed. In one embodiment, a user is identified as a member of a first group and a member of a second group. The first group's level of interest (LOI) in a first item is identified, as well as the second group's LOI in a second item. The user's LOI in at least one of the first and the second items is identified.

摘要翻译： 已经公开了一种向用户提供个性化页面的方法和装置。 在一个实施例中，用户被识别为第一组的成员和第二组的成员。 第一组中的第一组兴趣水平（LOI）被确定，第二组的LOI在第二个项目中被识别。 识别在第一和第二项中的至少一个中的用户的LOI。

公开(公告)号：US20140250034A1

公开(公告)日：2014-09-04

申请号：US14157327

申请日：2014-01-16

申请人： Georges Harik ,  PageBites, Inc.

发明人： Georges Harik

IPC分类号： G06N99/00

CPC分类号： G06N99/005 ,  G06N3/08

摘要： An apparatus and a method are provided for learning a program with a large number of parameters. In one embodiment, a method not only distorts the input values, but also distorts some of the parameters in the program model. Such an approach not only forces the learned program to acquire parameter values to predict missing or desired data, but also to correct errors in the input data and the program parameters themselves, thereby rendering the learned program more resilient to overfitting and falling into local optima.

公开(公告)号：US08788475B2

公开(公告)日：2014-07-22

申请号：US13536701

申请日：2012-06-28

申请人： Eric Russell Fredricksen ,  Fritz John Schneider ,  Jeffrey Adgate Dean ,  Sanjay Ghemawat ,  Niels Provos ,  Georges Harik

发明人： Eric Russell Fredricksen ,  Fritz John Schneider ,  Jeffrey Adgate Dean ,  Sanjay Ghemawat ,  Niels Provos ,  Georges Harik

IPC分类号： G06F17/30

CPC分类号： G06F17/30902 ,  G06F17/30011 ,  Y10S707/99931 ,  Y10S707/99932

摘要： Upon receipt of a document request, a client assistant examines its cache for the document. If not successful, a server searches for the requested document in its cache. If the server copy is still not fresh or not found, the server seeks the document from its host. If the host cannot provide the copy, the server seeks it from a document repository. Certain documents are identified from the document repository as being fresh or stable. Information about each of these identified documents is transmitted to the server which inserts entries into an index if the index does not already contain an entry for the document. If and when this particular document is requested, the document will not be present in the server, however the server will contain an entry directing the server to obtain the document from the document repository rather than the document's web host.

摘要翻译： 在接收到文档请求时，客户端助理检查其文件的缓存。 如果不成功，服务器将在其缓存中搜索所请求的文档。 如果服务器副本仍然不新鲜或找不到，则服务器从其主机寻找文档。 如果主机无法提供副本，则服务器从文档存储库中查找它。 某些文件从文档库中确定为新鲜或稳定。 关于这些标识文档中的每一个的信息被传送到服务器，如果该索引尚未包含该文档的条目，则将该条目插入到索引中。 如果请求此特定文档时，该文档将不存在于服务器中，但是服务器将包含一个条目，指示服务器从文档存储库而不是文档的Web主机获取文档。

公开(公告)号：US08639742B2

公开(公告)日：2014-01-28

申请号：US13550540

申请日：2012-07-16

申请人： Eric Russell Fredricksen ,  Hanping Feng ,  Naga Sridhar Kataru ,  Georges Harik

发明人： Eric Russell Fredricksen ,  Hanping Feng ,  Naga Sridhar Kataru ,  Georges Harik

IPC分类号： G06F15/16

CPC分类号： H04L67/1097 ,  H04L29/08729 ,  H04L67/02 ,  H04L67/32

摘要： The present invention is directed to a method for updating a cache. A server identifies whether certain preconditions have been met for a document in a cache from freshness parameters associated with a document identifier for the document. Then when the preconditions have been met, a first document content is retrieved from a remote host. A first content fingerprint for the first document content is calculated. The first document content is stored in the cache. Then a content difference is calculated between the first document content and a second document content, both associated with the document identifier. The content difference is stored. Then the document identifier is associated with the content difference.

摘要翻译： 本发明涉及一种用于更新高速缓存的方法。 服务器识别与文档的文档标识符相关联的新鲜度参数是否满足高速缓存中的文档的某些前提条件。 然后当满足前提条件时，从远程主机检索第一个文档内容。 计算第一文档内容的第一内容指纹。 第一个文档内容存储在缓存中。 然后，在与文档标识符相关联的第一文档内容和第二文档内容之间计算内容差异。 存储内容差异。 然后文档标识符与内容差异相关联。

公开(公告)号：US08352452B2

公开(公告)日：2013-01-08

申请号：US13416467

申请日：2012-03-09

申请人： Jeffrey A. Dean ,  Benedict A. Gomes ,  Krishna Bharat ,  Georges Harik ,  Monika H. Henzinger

发明人： Jeffrey A. Dean ,  Benedict A. Gomes ,  Krishna Bharat ,  Georges Harik ,  Monika H. Henzinger

IPC分类号： G06F17/00

CPC分类号： G06F17/30864

摘要： Methods and apparatus consistent with the invention provide improved organization of documents responsive to a search query. In one embodiment, a search query is received and a list of responsive documents is identified. The responsive documents are organized based in whole or in part on usage statistics.

公开(公告)号：US20130006812A1

公开(公告)日：2013-01-03

申请号：US13610833

申请日：2012-09-11

申请人： Thomas A. Nielsen ,  John Dominick Piscitello ,  Arturo E. Crespo ,  Louis Vincent Perrochon ,  Benjamin Chan-Bin Ling ,  Georges Harik

发明人： Thomas A. Nielsen ,  John Dominick Piscitello ,  Arturo E. Crespo ,  Louis Vincent Perrochon ,  Benjamin Chan-Bin Ling ,  Georges Harik

IPC分类号： G06Q30/00 ,  G06Q30/06

CPC分类号： G06Q20/12 ,  G06Q20/102 ,  G06Q20/29 ,  G06Q30/00 ,  G06Q30/0609 ,  G06Q30/0617 ,  G06Q30/0619 ,  G06Q40/00 ,  G06Q40/025

摘要： A micro-payment system has buyers, sellers, and a broker. The buyers establish accounts with the broker and provide payment information allowing the broker to invoice the buyers. The sellers establish accounts with the brokers and specify terms for accessing items, including electronic content, available from the sellers. The sellers also provide payment information that allows the broker to credit the sellers for sales of the items. The broker aggregates the buyers' micro-payment purchases and invoices the buyers. The broker also aggregates the sellers' micro-payment sales and credits the sellers.

摘要翻译： 微支付系统有买家，卖家和经纪人。 买家与经纪人建立账户并提供支付信息，允许经纪人向买家发票。 卖家与经纪人建立账户，并指定从卖方获取的用于访问物品（包括电子内容）的条款。 卖方还提供支付信息，允许经纪人向卖方授信销售商品。 经纪人汇总买家的微支付购买和发票买家。 经纪人还汇总卖家的微额支付销售额，并将卖家信用。

公开(公告)号：US20120271852A1

公开(公告)日：2012-10-25

申请号：US13536701

申请日：2012-06-28

申请人： Eric Russell Fredricksen ,  Fritz John Schneider ,  Jeffrey Adgate Dean ,  Sanjay Ghemawat ,  Niels Provos ,  Georges Harik

发明人： Eric Russell Fredricksen ,  Fritz John Schneider ,  Jeffrey Adgate Dean ,  Sanjay Ghemawat ,  Niels Provos ,  Georges Harik

IPC分类号： G06F17/30

CPC分类号： G06F17/30902 ,  G06F17/30011 ,  Y10S707/99931 ,  Y10S707/99932

摘要： Upon receipt of a document request, a client assistant examines its cache for the document. If not successful, a server searches for the requested document in its cache. If the server copy is still not fresh or not found, the server seeks the document from its host. If the host cannot provide the copy, the server seeks it from a document repository. Certain documents are identified from the document repository as being fresh or stable. Information about each of these identified documents is transmitted to the server which inserts entries into an index if the index does not already contain an entry for the document. If and when this particular document is requested, the document will not be present in the server, however the server will contain an entry directing the server to obtain the document from the document repository rather than the document's web host.

摘要翻译： 在接收到文档请求时，客户端助理检查其文件的缓存。 如果不成功，服务器将在其缓存中搜索所请求的文档。 如果服务器副本仍然不新鲜或找不到，则服务器从其主机寻找文档。 如果主机无法提供副本，则服务器从文档存储库中查找它。 某些文件从文档库中确定为新鲜或稳定。 关于这些标识文档中的每一个的信息被传送到服务器，如果索引尚未包含文档的条目，则将该条目插入到索引中。 如果请求此特定文档时，该文档将不存在于服务器中，但是服务器将包含一个条目，指示服务器从文档存储库而不是文档的Web主机获取文档。

公开(公告)号：US20120130855A1

公开(公告)日：2012-05-24

申请号：US13360650

申请日：2012-01-27

申请人： Thomas A. Nielsen ,  John Dominick Piscitello ,  Arturo E. Crespo ,  Louis Vincent Perrochon ,  Benjamin Chan-Bin Ling ,  Georges Harik

发明人： Thomas A. Nielsen ,  John Dominick Piscitello ,  Arturo E. Crespo ,  Louis Vincent Perrochon ,  Benjamin Chan-Bin Ling ,  Georges Harik

IPC分类号： G06Q30/06

CPC分类号： G06Q20/12 ,  G06Q20/102 ,  G06Q20/29 ,  G06Q30/00 ,  G06Q30/0609 ,  G06Q30/0617 ,  G06Q30/0619 ,  G06Q40/00 ,  G06Q40/025

摘要： A micro-payment system has buyers, sellers, and a broker. The buyers establish accounts with the broker and provide payment information allowing the broker to invoice the buyers. The sellers establish accounts with the brokers and specify terms for accessing items, including electronic content, available from the sellers. The sellers also provide payment information that allows the broker to credit the sellers for sales of the items. The broker aggregates the buyers' micro-payment purchases and invoices the buyers. The broker also aggregates the sellers' micro-payment sales and credits the sellers.

摘要翻译： 微支付系统有买家，卖家和经纪人。 买家与经纪人建立账户并提供支付信息，允许经纪人向买家发票。 卖家与经纪人建立账户，并指定从卖家那里获得的物品，包括电子内容的条款。 卖方还提供支付信息，允许经纪人向卖方授信销售商品。 经纪人汇总买家的微支付购买和发票买家。 经纪人还汇总卖家的微额支付销售额，并将卖家信用。