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The hidden costs of AI: Impending energy and resource strain（图）
Artificial Intelligence Electrical and Computer Engineering Climate Change Sustainability
2023/6/29
New technologies like the rapidly advancing deep learning models have led to increasingly sophisticated artificial intelligence (AI) models. With promises ranging from autonomous vehicles—land, air, a...
On Top-k Selection in Multi-Armed Bandits and Hidden Bipartite Graphs
Top-k Selection Multi-Armed Bandits Hidden Bipartite Graphs
2016/1/22
This paper discusses how to efficiently choose from n unknown distributions the k ones whose means are the greatest by a certain metric, up to a small relative error.We study the topic under two stand...
Maxwell Construction: The Hidden Bridge between Iterative and Maximum a Posteriori Decoding
Decoding the decoding algorithm maxwell decoder decoder binary
2015/8/21
There is a fundamental relationship between belief propagation and maximum a posteriori decoding. A decoding algorithm, which we call the Maxwell decoder, is introduced and provides a constructive des...
Recently there has been a great deal of interest in the power of ``Quantum Computers''. The driving force is the recent beautiful result of Shor that shows that discrete log and factoring are solvable...
基于启发式查询词选择算法的Hidden Web获取研究
Hidden Web 爬虫 启发式算法
2009/6/26
Hidden Web因为其隐蔽性而难以直接抓取，因此成为信息检索研究的一个新领域。提出了一种获取Hidden Web信息的方法，讨论了实现的关键技术。通过设计提出的启发式查询词选择算法，提高了抓取的效率。实验证明了该模型和算法的有效性。
Recognition of Sign Language Subwords Based on Boosted Hidden Markov Models,
Sign Language Subwords Boosted Hidden Markov Models
2010/12/15
Sign language recognition (SLR) plays an important role in human-computer interaction (HCI), especially for the convenient communication between deaf and hearing society. How to
enhance the tradition...
Two-phase Web site classification based on Hidden Markov Tree models
Two-phase Web site classification Hidden Markov Tree models
2010/12/14
Two-phase Web site classification based on Hidden Markov Tree models.