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NIPS
2004
15 years 8 months ago
Expectation Consistent Free Energies for Approximate Inference
We propose a novel a framework for deriving approximations for intractable probabilistic models. This framework is based on a free energy (negative log marginal likelihood) and ca...
Manfred Opper, Ole Winther
WSCG
2004
165views more  WSCG 2004»
15 years 8 months ago
Client-Server Infrastructure for Interactive 3D Multi-User Environments
Multi-user environments, using 3D graphics, more and more find their way into areas like e-business, entertainment and cooperative work. Due to the increasing capabilities of hard...
Ingo Soetebier, Horst Birthelmer, Jörg Sahm
NIPS
1998
15 years 8 months ago
SMEM Algorithm for Mixture Models
When learning a mixture model, we suffer from the local optima and model structure determination problems. In this paper, we present a method for simultaneously solving these prob...
Naonori Ueda, Ryohei Nakano, Zoubin Ghahramani, Ge...
NIPS
1996
15 years 8 months ago
Probabilistic Interpretation of Population Codes
We present a general encoding-decoding framework for interpreting the activity of a population of units. A standard population code interpretation method, the Poisson model, start...
Richard S. Zemel, Peter Dayan, Alexandre Pouget
ATAL
2010
Springer
15 years 8 months ago
Argumentative alternating offers
This paper presents an argumentative version of the well known alternating offers negotiation protocol. The negotichanism is based on an abstract preference based argumentation fr...
Nabila Hadidi, Yannis Dimopoulos, Pavlos Moraitis
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