Programming Languages

20

JMLR
2012

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PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits

11 years 9 months ago

We develop a new tool for data-dependent analysis of the exploration-exploitation trade-oﬀ in learning under limited feedback. Our tool is based on two main ingredients. The ﬁ...

Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter ...

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23

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JMLR
2012

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Primal-Dual methods for sparse constrained matrix completion

11 years 9 months ago

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We develop scalable algorithms for regular and non-negative matrix completion. In particular, we base the methods on trace-norm regularization that induces a low rank predicted ma...

Yu Xin, Tommi Jaakkola

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20

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JMLR
2012

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On Bisubmodular Maximization

11 years 9 months ago

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Bisubmodularity extends the concept of submodularity to set functions with two arguments. We show how bisubmodular maximization leads to richer value-of-information problems, usin...

Ajit Singh, Andrew Guillory, Jeff Bilmes

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41

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TODS
2012

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Attribute and object selection queries on objects with probabilistic attributes

11 years 9 months ago

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Rabia Nuray-Turan, Dmitri V. Kalashnikov, Sharad M...

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17

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TODS
2012

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Exploiting Web querying for Web people search

11 years 9 months ago

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Rabia Nuray-Turan, Dmitri V. Kalashnikov, Sharad M...

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25

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TODS
2012

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A survey of B-tree logging and recovery techniques

11 years 9 months ago

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B-trees have been ubiquitous in database management systems for several decades, and they serve in many other storage systems as well. Their basic structure and their basic operat...

Goetz Graefe

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35

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TOIT
2012

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Minersoft: Software retrieval in grid and cloud computing infrastructures

11 years 9 months ago

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Marios D. Dikaiakos, Asterios Katsifodimos, George...

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18

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TOIT
2012

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Firewall policy change-impact analysis

11 years 9 months ago

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Alex X. Liu

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15

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TOCS
2012

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A File Is Not a File: Understanding the I/O Behavior of Apple Desktop Applications

11 years 9 months ago

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We analyze the I/O behavior of iBench, a new collection of productivity and multimedia application workloads. Our analysis reveals a number of differences between iBench and typic...

Tyler Harter, Chris Dragga, Michael Vaughn, Andrea...

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33

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TOCS
2012

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Leveraging Core Specialization via OS Scheduling to Improve Performance on Asymmetric Multicore Systems

11 years 9 months ago