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» A practical generalization of Fourier-based learning
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129
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SIGCSE
2008
ACM
132views Education» more  SIGCSE 2008»
15 years 3 months ago
Course experiences of computing students with disabilities: four case studies
Inclusive education is the practice of making sure that all students of all abilities have positive learning experiences. The study presented in this paper explores the current st...
Katherine Deibel
157
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INTERSPEECH
2010
14 years 10 months ago
Data-dependent evaluator modeling and its application to emotional valence classification from speech
Practical supervised learning scenarios involving subjectively evaluated data have multiple evaluators, each giving their noisy version of the hidden ground truth. Majority logic ...
Kartik Audhkhasi, Shrikanth S. Narayanan
146
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ICCV
2011
IEEE
14 years 3 months ago
Relative Attributes
Human-nameable visual “attributes” can benefit various recognition tasks. However, existing techniques restrict these properties to categorical labels (for example, a person ...
Devi Parikh, Kristen Grauman
118
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JMLR
2010
118views more  JMLR 2010»
14 years 10 months ago
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
Gavin C. Cawley, Nicola L. C. Talbot
139
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ENTCS
2007
119views more  ENTCS 2007»
15 years 3 months ago
Interpolant Learning and Reuse in SAT-Based Model Checking
Bounded Model Checking (BMC) is one of the most paradigmatic practical applications of Boolean Satisfiability (SAT). The utilization of SAT in model checking has allowed signifi...
João Marques-Silva