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SIGSOFT
2010
ACM
13 years 8 months ago
Software for everyone by everyone
Given the dizzying pace of change in computer science, trying to look too far into the future of software engineering is hard. However, it might be possible to predict the future ...
Tevfik Bultan
DSL
2009
13 years 8 months ago
Varying Domain Representations in Hagl
Abstract. Experimental game theory is an increasingly important research tool in many fields, providing insight into strategic behavior through simulation and experimentation on ga...
Eric Walkingshaw, Martin Erwig
ICASSP
2011
IEEE
13 years 2 months ago
Frequency selective pitch transposition of audio signals
Modern music production often uses pre-recorded pieces of audio, so-called samples, taken from a huge sample database. Consequently, there is an increasing demand to extensively a...
Sascha Disch, Bernd Edler
JMLR
2012
12 years 1 months ago
Online Incremental Feature Learning with Denoising Autoencoders
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
Guanyu Zhou, Kihyuk Sohn, Honglak Lee
JMLR
2012
12 years 1 months ago
Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
J. Zico Kolter, Tommi Jaakkola