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» The Inference Problem: A Survey
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82
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CORR
2010
Springer
151views Education» more  CORR 2010»
15 years 22 days ago
On the Convexity of Latent Social Network Inference
In many real-world scenarios, it is nearly impossible to collect explicit social network data. In such cases, whole networks must be inferred from underlying observations. Here, w...
Seth A. Myers, Jure Leskovec
79
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CSSC
2010
79views more  CSSC 2010»
15 years 22 days ago
Are Bayesian Inferences Weak for Wasserman's Example?
: An example was given in the textbook All of Statistics (Wasserman, 2004, pages 186-188) for arguing that, in the problems with a great many parameters Bayesian inferences are wea...
Longhai Li
102
Voted
ECRA
2010
145views more  ECRA 2010»
15 years 21 days ago
Inferring preference correlations from social networks
Identifying consumer preferences is a key challenge in customizing electronic commerce sites to individual users. The increasing availability of online social networks provides on...
Tad Hogg
105
Voted
JMLR
2010
149views more  JMLR 2010»
14 years 7 months ago
Coherent Inference on Optimal Play in Game Trees
Round-based games are an instance of discrete planning problems. Some of the best contemporary game tree search algorithms use random roll-outs as data. Relying on a good policy, ...
Philipp Hennig, David H. Stern, Thore Graepel
CAV
2011
Springer
216views Hardware» more  CAV 2011»
14 years 4 months ago
Malware Analysis with Tree Automata Inference
Abstract. The underground malware-based economy is flourishing and it is evident that the classical ad-hoc signature detection methods are becoming insufficient. Malware authors ...
Domagoj Babic, Daniel Reynaud, Dawn Song