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			Institution:
		
 
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			Brown University
		
 
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			Subject:
		
 
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			Description:
		
 
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			This seminar course explores current research topics in statistical machine learning. Focus varies by year, and may include Bayesian nonparametrics; models for spatial, temporal, or structured data; and variational or Monte Carlo approximations. Course meetings combine lectures with presentation and discussion of classical and contemporary research papers. Students will apply some this material to a project, ideally drawn from their own research interests. 
		
 
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			Credits:
		
 
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			1.00
		
 
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			Credit Hours:
		
 
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			Level:
		
 
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			Instructional Type:
		
 
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			Lecture
		
 
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			Notes:
		
 
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			Historical Version(s):
		
 
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			Institution Website:
		
 
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			Phone Number:
		
 
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			(401) 863-1000
		
 
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			Regional Accreditation:
		
 
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			New England Association of Schools and Colleges
		
 
	
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			Calendar System:
		
 
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			Semester
		
 
		
		
	
	
	
		
	
 
	 
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