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BMVC
2010
15 years 4 months ago
Learning Directional Local Pairwise Bases with Sparse Coding
Recently, sparse coding has been receiving much attention in object and scene recognition tasks because of its superiority in learning an effective codebook over k-means clusterin...
Nobuyuki Morioka, Shin'ichi Satoh
COLT
2010
Springer
15 years 4 months ago
An Asymptotically Optimal Bandit Algorithm for Bounded Support Models
Multiarmed bandit problem is a typical example of a dilemma between exploration and exploitation in reinforcement learning. This problem is expressed as a model of a gambler playi...
Junya Honda, Akimichi Takemura
CONEXT
2010
ACM
15 years 4 months ago
Balancing throughput, robustness, and in-order delivery in P2P VoD
Peer-to-peer has emerged in recent years as a promising approach to providing Video-on-Demand streaming. The design space, however, is vast and still not well understood--yet choo...
Bin Fan, David G. Andersen, Michael Kaminsky, Kons...
ICDM
2010
IEEE
167views Data Mining» more  ICDM 2010»
15 years 4 months ago
Averaged Stochastic Gradient Descent with Feedback: An Accurate, Robust, and Fast Training Method
On large datasets, the popular training approach has been stochastic gradient descent (SGD). This paper proposes a modification of SGD, called averaged SGD with feedback (ASF), tha...
Xu Sun, Hisashi Kashima, Takuya Matsuzaki, Naonori...
ICIC
2010
Springer
15 years 4 months ago
The Intelligent Music Editor: Towards an Automated Platform for Music Analysis and Editing
Digital music editing is a standard process in music production for correcting mistakes and enhancing quality, but this is tedious and timeconsuming. The Intelligent Music Editor, ...
Yuxiang Liu, Roger B. Dannenberg, Lianhong Cai