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CAV
2008
Springer
161views Hardware» more  CAV 2008»
13 years 11 months ago
Constraint-Based Approach for Analysis of Hybrid Systems
Abstract. This paper presents a constraint-based technique for discovering a rich class of inductive invariants (boolean combinations of polynomial inequalities of bounded degree) ...
Sumit Gulwani, Ashish Tiwari
BIBE
2007
IEEE
151views Bioinformatics» more  BIBE 2007»
13 years 11 months ago
On the Effectiveness of Constraints Sets in Clustering Genes
—In this paper, we have modified a constrained clustering algorithm to perform exploratory analysis on gene expression data using prior knowledge presented in the form of constr...
Erliang Zeng, Chengyong Yang, Tao Li, Giri Narasim...
ICML
2009
IEEE
14 years 10 months ago
Structure learning with independent non-identically distributed data
There are well known algorithms for learning the structure of directed and undirected graphical models from data, but nearly all assume that the data consists of a single i.i.d. s...
Robert E. Tillman
ICML
2008
IEEE
14 years 10 months ago
Accurate max-margin training for structured output spaces
Tsochantaridis et al. (2005) proposed two formulations for maximum margin training of structured spaces: margin scaling and slack scaling. While margin scaling has been extensivel...
Sunita Sarawagi, Rahul Gupta
CSREAESA
2004
13 years 10 months ago
Automatic Extraction of Non-Iterated System Behavior from Verilog Specifications
In this paper we present an algorithm for automatic extraction of system behavior from a structural Verilog specification. The algorithm generates a series-parallel poset expressi...
Lubomir Ivanov