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CORR
2016
Springer
71views Education» more  CORR 2016»
8 years 8 months ago
Temporal Multinomial Mixture for Instance-Oriented Evolutionary Clustering
Abstract. Evolutionary clustering aims at capturing the temporal evolution of clusters. This issue is particularly important in the context of social media data that are naturally ...
Young-Min Kim, Julien Velcin, Stéphane Bonn...
CORR
2016
Springer
61views Education» more  CORR 2016»
8 years 8 months ago
Trans-gram, Fast Cross-lingual Word-embeddings
We introduce Trans-gram, a simple and computationally-efficient method to simultaneously learn and align wordembeddings for a variety of languages, using only monolingual data an...
Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenz...
CORR
2016
Springer
68views Education» more  CORR 2016»
8 years 8 months ago
Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation
Object proposals for detecting moving or static video objects need to address issues such as speed, memory complexity and temporal consistency. We propose an efficient Video Obje...
Subarna Tripathi, Serge J. Belongie, Youngbae Hwan...
CORR
2016
Springer
72views Education» more  CORR 2016»
8 years 8 months ago
Submodular Optimization under Noise
We consider the problem of maximizing monotone submodular functions under noise, which to the best of our knowledge has not been studied in the past. There has been a great deal o...
Avinatan Hassidim, Yaron Singer
CORR
2016
Springer
65views Education» more  CORR 2016»
8 years 8 months ago
An Enhanced Edge Adaptive Steganography Approach Using Threshold Value for Region Selection
This paper attempts to improve the quality and the modification rate of a Stego Image. The input image provided for estimating the quality of an image and the modified rate is a b...
Sachin Mungmode, R. R. Sedamkar, Niranjan Kulkarni
CORR
2016
Springer
63views Education» more  CORR 2016»
8 years 8 months ago
A Modular Algorithm for Computing Polynomial GCDs over Number Fields presented with Multiple Extensions
We consider the problem of computing the monic gcd of two polynomials over a number field L = Q(α1, . . . , αn). Langemyr and McCallum have already shown how Brown’s modular ...
Mark van Hoeij, Michael B. Monagan
CORR
2016
Springer
65views Education» more  CORR 2016»
8 years 8 months ago
Power-Distortion Metrics for Path Planning over Gaussian Sensor Networks
—Path planning is an important component of autonomous mobile sensing systems. This paper studies upper and lower bounds of communication performance over Gaussian sensor network...
Emrah Akyol, Urbashi Mitra
CORR
2016
Springer
59views Education» more  CORR 2016»
8 years 8 months ago
Distributed Information-Theoretic Biclustering
—A novel multi-terminal source coding problem motivated by biclustering applications is investigated. In this setting, two separate encoders observe two dependent memoryless proc...
Georg Pichler, Pablo Piantanida, Gerald Matz
CORR
2016
Springer
66views Education» more  CORR 2016»
8 years 8 months ago
Tensor and Its Tucker Core: the Invariance Relationships
In [12], Hillar and Lim famously demonstrated that “multilinear (tensor) analogues of many efficiently computable problems in numerical linear algebra are NP-hard”. Despite ma...
Bo Jiang, Fan Yang, Shuzhong Zhang