61
Voted
NIPS
2001
15 years 2 months ago
2001
70
Voted
NIPS
2001
15 years 2 months ago
2001
We present a model of binding of relationship information in a spatial domain (e.g., square above triangle) that uses low-order coarse-coded conjunctive representations instead of...
111
Voted
NIPS
2001
15 years 2 months ago
2001
We introduce a new type of Self-Organizing Map (SOM) to navigate in the Semantic Space of large text collections. We propose a "hyperbolic SOM" (HSOM) based on a regular...
82
Voted
NIPS
2001
15 years 2 months ago
2001
We study properties of popular near
78
Voted
NIPS
2001
15 years 2 months ago
2001
Narayanan and Jurafsky (1998) proposed that human language comprehension can be modeled by treating human comprehenders as Bayesian reasoners, and modeling the comprehension proce...
NIPS
2001
15 years 2 months ago
2001
The hierarchical hidden Markov model (HHMM) is a generalization of the hidden Markov model (HMM) that models sequences with structure at many length/time scales [FST98]. Unfortuna...
NIPS
2001
15 years 2 months ago
2001
NIPS
2001
15 years 2 months ago
2001
90
Voted
NIPS
2001
15 years 2 months ago
2001
This paper describes a clustering algorithm for vector quantizers using a "stochastic association model". It offers a new simple and powerful softmax adaptation rule. Th...
96
Voted
NIPS
2001
15 years 2 months ago
2001
We suggest a nonparametric framework for unsupervised learning of projection models in terms of density estimation on quantized sample spaces. The objective is not to optimally re...