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AAAI
2015
10 years 1 months ago
Exploiting Parallelism for Hard Problems in Abstract Argumentation
Federico Cerutti, Ilias Tachmazidis, Mauro Vallati...
AAAI
2015
10 years 1 months ago
Conducting Neuroscience to Guide the Development of AI
Study of the human brain through fMRI can potentially benefit the pursuit of artificial intelligence. Four examples are presented. First, fMRI decoding of the brain activity of ...
Jeffrey Mark Siskind
AAAI
2015
10 years 1 months ago
Online Bandit Learning for a Special Class of Non-Convex Losses
In online bandit learning, the learner aims to minimize a sequence of losses, while only observing the value of each loss at a single point. Although various algorithms and theori...
Lijun Zhang 0005, Tianbao Yang, Rong Jin, Zhi-Hua ...
AAAI
2015
10 years 1 months ago
Scalable and Interpretable Data Representation for High-Dimensional, Complex Data
The majority of machine learning research has been focused on building models and inference techniques with sound mathematical properties and cutting edge performance. Little atte...
Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie ...
AAAI
2015
10 years 1 months ago
Exploiting the Structure of Distributed Constraint Optimization Problems
In the proposed thesis, we study Distributed Constraint Optimization Problems (DCOPs), which are problems where several agents coordinate with each other to optimize a global cost...
Ferdinando Fioretto