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» Learning programming with Erlang
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2009
ACM
15 years 9 months ago
Two peers are better than one: aggregating peer reviews for computing assignments is surprisingly accurate
Scientific peer review, open source software development, wikis, and other domains use distributed review to improve quality of created content by providing feedback to the work...
Ken Reily, Pam Ludford Finnerty, Loren G. Terveen
101
Voted
IJCNN
2006
IEEE
15 years 8 months ago
Model Selection via Bilevel Optimization
— A key step in many statistical learning methods used in machine learning involves solving a convex optimization problem containing one or more hyper-parameters that must be sel...
Kristin P. Bennett, Jing Hu, Xiaoyun Ji, Gautam Ku...
JMLR
2006
124views more  JMLR 2006»
15 years 2 months ago
Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problem
The rise of convex programming has changed the face of many research fields in recent years, machine learning being one of the ones that benefitted the most. A very recent develop...
Tijl De Bie, Nello Cristianini
151
Voted
ATAL
2005
Springer
15 years 8 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
AIWORC
2000
IEEE
15 years 7 months ago
Distance Learning Using Web-Based Multimedia Environment
The "schooling industry" is faced with an inescapable demand to redefine its endeavors in terms of producing learning, rather than providing instructions. We propose a h...
Khalid J. Siddiqui, Junaid Ahmed Zubairi