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NIPS
2000
15 years 2 months ago
An Information Maximization Approach to Overcomplete and Recurrent Representations
The principle of maximizing mutual information is applied to learning overcomplete and recurrent representations. The underlying model consists of a network of input units driving...
Oren Shriki, Haim Sompolinsky, Daniel D. Lee
104
Voted
OSDI
2000
ACM
15 years 2 months ago
Proactive Recovery in a Byzantine-Fault-Tolerant System
This paper describes an asynchronous state-machine replication system that tolerates Byzantine faults, which can be caused by malicious attacks or software errors. Our system is t...
Miguel Castro, Barbara Liskov
118
Voted
RIAO
2000
15 years 2 months ago
Assisting requirements engineering with semantic document analysis
Requirements engineering is the first stage in the software life-cycle and is concerned with discovering and managing a software system's services, constraints and goals. Req...
Paul Rayson, Roger Garside, Peter Sawyer
NIPS
1997
15 years 2 months ago
Mapping a Manifold of Perceptual Observations
Nonlinear dimensionality reduction is formulated here as the problem of trying to find a Euclidean feature-space embedding of a set of observations that preserves as closely as p...
Joshua B. Tenenbaum
75
Voted
COLING
1994
15 years 2 months ago
Hypothesis Selection in Grammar Acquisition
This pat)er t)resents some techniques for selecting linguistically adequate hypol;heses of new grammat.foal knowledge to be used as resources of gralmnatical knowledge acquisition...
Masaki Kiyono, Jun-ichi Tsujii