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109
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IS
2011
14 years 7 months ago
Fully dynamic metric access methods based on hyperplane partitioning
Metric access methods based on hyperplane partitioning have the advantage, compared to the ballpartitioning-based ones, that regions do not overlap. The price is less flexibility...
Gonzalo Navarro, Roberto Uribe Paredes
110
Voted
IJON
2010
109views more  IJON 2010»
14 years 7 months ago
Variational inference for Student-t MLP models
This paper presents a novel methodology to infer parameters of probabilistic models whose output noise is a Student-t distribution. The method is an extension of earlier work for ...
Hang T. Nguyen, Ian T. Nabney
124
Voted
JMLR
2010
185views more  JMLR 2010»
14 years 7 months ago
Multiple Kernel Learning on the Limit Order Book
Simple features constructed from order book data for the EURUSD currency pair were used to construct a set of kernels. These kernels were used both individually and simultaneously...
Tristan Fletcher, Zakria Hussain, John Shawe-Taylo...
92
Voted
TIT
2008
84views more  TIT 2008»
15 years 14 days ago
Optimal Universal Schedules for Discrete Broadcast
In this paper we study the scenario in which a server sends dynamic data over a single broadcast channel to a number of passive clients. We consider the data to consist of discret...
Michael Langberg, Alexander Sprintson, Jehoshua Br...
106
Voted
CAL
2008
14 years 11 months ago
Transaction-Aware Network-on-Chip Resource Reservation
Packet-switched interconnect fabric, widely viewed as the de facto on-chip data communication standard in the many-core era, offers high throughput and excellent scalability. Howev...
Zheng Li, Changyun Zhu, Li Shang, Robert P. Dick, ...