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Even if one assumes all sorts of clever data compression, it is difficult to imagine digital storage systems matching the Van Eyckian resolution of the chemical grains on a strip of 35-mm.
MDL combines these two insights by viewing learning as data compression: it tells us that, for a given set of hypotheses (mathcal H ) and data set (mathcal D ), we should try to find the hypothesis or combination of hypotheses in (mathcal H ) that compresses (mathcal D ) most [15, 28, 41].
By way of server-side magic (read: proxied data compression), it's still the only smartphone browser that can reliably play both Flash and Silverlight content.
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Such environments can greatly benefit from data compression if it is done quickly enough.
Even if all the privacy information could be embedded using data compression technique, it requires huge computational loads.
ARM plans to catch up, and perhaps even overtake, the current generation of consoles by adopting a new data compression technology it created called ASTC (adaptive scalable texture compression).
By using data compression techniques, it is possible to remove some of the redundant and irrelevant information contained in images, requiring less storage space and less time to transmit.
In no particular order, here are some product categories made possible with today's deep learning techniques: customized data compression, compressive sensing, data-driven sensor calibration, offline AI, human-computer interaction, gaming, artistic assistants, unstructured data mining, voice synthesis.
The emerging compressive sensing (CS) theory has pointed us a promising way of developing novel efficient data compression techniques, although it is proposed with original intention to achieve dimension-reduced sampling for saving data sampling cost.
Opera Mini's primary selling point is that they pipe everything through a data compression proxy before sending it to your handset.
With respect to efficient representation, it is interesting to note that the original BWT was introduced by Burrows and Wheeler (1994) for string data compression, not search, and it in fact forms the basis of the bzip compression algorithm.
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