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JMLR
2002
102views more  JMLR 2002»
14 years 9 months ago
Efficient Algorithms for Decision Tree Cross-validation
Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...
Hendrik Blockeel, Jan Struyf
85
Voted
ICMLA
2010
14 years 7 months ago
Multimodal Parameter-exploring Policy Gradients
Abstract-- Policy Gradients with Parameter-based Exploration (PGPE) is a novel model-free reinforcement learning method that alleviates the problem of high-variance gradient estima...
Frank Sehnke, Alex Graves, Christian Osendorfer, J...
IV
2007
IEEE
144views Visualization» more  IV 2007»
15 years 4 months ago
Evaluating an InfoVis Technique Using Insight Reports
The evaluation of Information Visualization (InfoVis) techniques can help to identify specific strengths and weaknesses of these methods. The following article describes the resu...
Markus Rester, Margit Pohl, Sylvia Wiltner, Klaus ...
DAC
2004
ACM
15 years 3 months ago
Extending the transaction level modeling approach for fast communication architecture exploration
System-on-Chip (SoC) designs are increasingly becoming more complex. Efficient on-chip communication architectures are critical for achieving desired performance in these systems....
Sudeep Pasricha, Nikil D. Dutt, Mohamed Ben-Romdha...
FASE
2008
Springer
14 years 11 months ago
Regular Inference for State Machines Using Domains with Equality Tests
Abstract. Existing algorithms for regular inference (aka automata learning) allows to infer a finite state machine by observing the output that the machine produces in response to ...
Therese Berg, Bengt Jonsson, Harald Raffelt