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ICML
2005
IEEE
14 years 9 months ago
Fast inference and learning in large-state-space HMMs
For Hidden Markov Models (HMMs) with fully connected transition models, the three fundamental problems of evaluating the likelihood of an observation sequence, estimating an optim...
Sajid M. Siddiqi, Andrew W. Moore
CONCUR
2004
Springer
14 years 2 months ago
Open Maps, Alternating Simulations and Control Synthesis
Abstract. Control synthesis is slowly transcending its traditional application domain within engineering to find interesting and useful applications in computer science. Synthesis...
Paulo Tabuada
PE
2000
Springer
93views Optimization» more  PE 2000»
13 years 8 months ago
A novel approach to queue stability analysis of polling models
Previous work in the stability analysis of polling models concentrated mainly on stability of the whole system. This system stability analysis, however, fails to model many real-w...
Rocky K. C. Chang, Sum Lam
DAM
2011
13 years 4 months ago
Matchability and k-maximal matchings
We present a collection of new structural, algorithmic, and complexity results for two types of matching problems. The first problem involves the computation of k-maximal matchin...
Brian C. Dean, Sandra Mitchell Hedetniemi, Stephen...
AAAI
2011
12 years 9 months ago
Qualitative Numeric Planning
We consider a new class of planning problems involving a set of non-negative real variables, and a set of non-deterministic actions that increase or decrease the values of these v...
Siddharth Srivastava, Shlomo Zilberstein, Neil Imm...