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ICML
2008
IEEE
14 years 11 months ago
On the quantitative analysis of deep belief networks
Deep Belief Networks (DBN's) are generative models that contain many layers of hidden variables. Efficient greedy algorithms for learning and approximate inference have allow...
Ruslan Salakhutdinov, Iain Murray
ICFP
2005
ACM
14 years 10 months ago
Associated type synonyms
ML modules and Haskell type classes have proven to be highly effective tools for program structuring. Modules emphasize explicit configuration of program components and the use of...
Manuel M. T. Chakravarty, Gabriele Keller, Simon L...
IROS
2008
IEEE
144views Robotics» more  IROS 2008»
14 years 4 months ago
Learning nonparametric policies by imitation
— A long cherished goal in artificial intelligence has been the ability to endow a robot with the capacity to learn and generalize skills from watching a human teacher. Such an ...
David B. Grimes, Rajesh P. N. Rao
ICC
2007
IEEE
153views Communications» more  ICC 2007»
14 years 4 months ago
An End-to-End Technique to Estimate the Transmission Rate of an IEEE 802.11 WLAN
— The deployment of wireless LANs (WLANs) has been steadily increasing over the years and estimating the actual bit rate of a WLAN device is important for management and applicat...
Antonio Augusto de Aragão Rocha, Rosa Maria...
ICSE
2010
IEEE-ACM
14 years 2 months ago
An eclectic approach for change impact analysis
Change impact analysis aims at identifying software artifacts being affected by a change. In the past, this problem has been addressed by approaches relying on static, dynamic, a...
Michele Ceccarelli, Luigi Cerulo, Gerardo Canfora,...