10901 search results - page 2027 / 2181 » Approximations in Distributed Optimization |
141
Voted
COMPSAC
2011
IEEE
14 years 3 months ago
2011
IEEE
—Secure Computation (SC) enables secure distributed computation of arbitrary functions of private inputs. It has many useful applications, e.g. benchmarking or auctions. Several ...
175
Voted
DAGM
2011
Springer
14 years 3 months ago
2011
Springer
Many unsupervised learning algorithms make use of kernels that rely on the Euclidean distance between two samples. However, the Euclidean distance is optimal for Gaussian distribut...
152
Voted
EMNLP
2011
14 years 3 months ago
2011
We present a general learning-based approach for phrase-level sentiment analysis that adopts an ordinal sentiment scale and is explicitly compositional in nature. Thus, we can mod...
128
Voted
Publication
In this paper we describe a new class of representations for realvalued parameters called Center of Mass Encoding (CoME). CoME is based on variable length strings, it is self-adap...
177
Voted
ICDE
2012
IEEE
13 years 6 months ago
2012
IEEE
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...