Conditional models on the ranking poset

Advances in Neural Information Processing Systems

Volumn , Issue , 2003, Pages

  Lebanon, Guy ^a   Lafferty, John ^a  

^a Carnegie Mellon University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE BOOSTING;

ALGEBRAIC STRUCTURES; CLASSIFIER COMBINATION; CONDITIONAL MODELS; DISTANCE-BASED; ENSEMBLE LEARNING ALGORITHM; ERROR CORRECTING OUTPUT CODE; LOGISTIC REGRESSIONS; PROBABILISTIC INTERPRETATION;

SET THEORY;

EID: 84898929876     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. M. Collins, R. E. Schapire, and Y. Singer. Logistic regression, AdaBoost and Breg-man distances. Machine Learning, 48, 2002.
2. D. E. Critchlow. Metric Methods for Analyzing Partially Ranked Data. Lecture Notes in Statistics, Volume 34, Springer, 1985.
3. D. E. Critchlow and J. S. Verducci. Detecting a trend in paired rankings. Journal of the Royal Statistical Society C, 41(1):17-29, 1992.
4. T. G. Dietterich and G. Bakiri. Solving multiclass learning problems via error-correcting codes. Journal of Artificial Intelligence Research, 2:263-286, 1995.
5. P. D. Feigin. Modeling and analyzing paired ranking data. In M. A. Fligner and J. S. Verducci, editors, Probability Models and Statistical Analyses for Ranking Data. Springer, 1992.
6. M. A. Fligner and J. S. Verducci. Posterior probabilities for a concensus ordering. Psychometrika, 55:53-63, 1990.
7. Y. Freund and R. E. Schapire. Experiments with a new boosting algorithm. In International Conference on Machine Learning, 1996.
8. M. G. Kendall. A new measure of rank correlation. Biometrika, 30, 1938.
9. G. Lebanon and J. Lafferty. Boosting and maximum likelihood for exponential models. In Advances in Neural Information Processing Systems, 75, 2001.
10. G. Lebanon and J. Lafferty. Cranking: Combining rankings using conditional probability models on permutations. In International Conference on Machine Learning, 2002.
11. C. L. Mallows. Non-null ranking models. Biometrika, 44:114-130, 1957.
12. R. P. Stanley. Enumerative Combinatorics, Volume 1. Wadsworth & Brooks/Cole Mathematics Series, 1986.