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» Complexity of Equations over Sets of Natural Numbers
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CORR
2008
Springer
107views Education» more  CORR 2008»
14 years 10 months ago
A Spectral Algorithm for Learning Hidden Markov Models
Hidden Markov Models (HMMs) are one of the most fundamental and widely used statistical tools for modeling discrete time series. In general, learning HMMs from data is computation...
Daniel Hsu, Sham M. Kakade, Tong Zhang
ATVA
2009
Springer
125views Hardware» more  ATVA 2009»
15 years 4 months ago
Automated Analysis of Data-Dependent Programs with Dynamic Memory
We present a new approach for automatic verification of data-dependent programs manipulating dynamic heaps. A heap is encoded by a graph where the nodes represent the cells, and t...
Parosh Aziz Abdulla, Muhsin Atto, Jonathan Cederbe...
STOC
2004
ACM
150views Algorithms» more  STOC 2004»
15 years 10 months ago
Typical properties of winners and losers in discrete optimization
We present a probabilistic analysis for a large class of combinatorial optimization problems containing, e.g., all binary optimization problems defined by linear constraints and a...
René Beier, Berthold Vöcking
FGCS
2007
125views more  FGCS 2007»
14 years 9 months ago
An autonomic tool for building self-organizing Grid-enabled applications
In this paper we present CAMELotGrid, a tool to manage Grid computations of Cellular Automata that support the efficient simulation of complex systems modeled by a very large numb...
Gianluigi Folino, Giandomenico Spezzano
FOCS
1994
IEEE
15 years 2 months ago
A Spectral Approach to Lower Bounds
We establish a nonlinear lower bound for halfplane range searching over a group. Specifically, we show that summing up the weights of n (weighted) points within n halfplanes requir...
Bernard Chazelle