BibTeX Entries
@String{Caltech = "California Institute of Technology"}
@String{Caltech:adr = "Pasadena, CA"}
@String{JMLR = "Journal of Machine Learning Research"}
@String{LNAI = "Lecture Notes in Artificial Intelligence"}
@String{LNCS = "Lecture Notes in Computer Science"}
@String{ACM = "ACM Press"}
@String{IEEE = "IEEE"}
@String{MITPress = "MIT Press"}
@String{Springer = "Springer-Verlag"}
@InProceedings{Zheng:1998:LSP_distance,
author = "Fang Zheng and Zhanjiang Song and Ling Li and
Wenjian Yu and Fengzhou Zheng and Wenhu Wu",
title = "THE DISTANCE MEASURE FOR LINE SPECTRUM PAIRS
APPLIED TO SPEECH RECOGNITION",
editor = "Robert H. Mannell and Jordi Robert-Ribes",
booktitle = "Proceedings of the 5th International Conference on
Spoken Language Processing ({ICSLP}'98)",
volume = 3,
pages = "1123--1126",
address = "Sydney, Australia",
month = Nov # "~30--" # Dec # "~4",
OPTpublisher= "Australian Speech Science and Technology Association",
year = 1998
}
@InProceedings{Li:2002:emergent,
author = "Ling Li and Alcherio Martinoli and Yaser S. Abu-Mostafa",
title = "Emergent Specialization in Swarm Systems",
editor = "Hujun Yin and Nigel Allinson and Richard Freeman
and John Keane and Simon Hubbard",
booktitle = "Intelligent Data Engineering and Automated Learning
--- IDEAL 2002",
CONFtitle = "Third International Conference on Intelligent Data
Engineering and Automated Learning (IDEAL'02)",
CONFaddress = "Manchester, UK",
CONFmonth = Aug # "~12--14",
series = LNCS,
volume = 2412,
pages = "261--266",
publisher = Springer,
year = 2002,
ISBN = "3-540-44025-9"
}
@MastersThesis{Li:2002:master,
author = "Ling Li",
title = "Distributed Learning in Swarm Systems: A Case Study",
school = Caltech,
address = Caltech:adr,
month = May # "~31",
year = 2002
}
@TechReport{Li:2003:cgboost,
author = "Ling Li and Yaser S. Abu-Mostafa and Amrit Pratap",
title = "{CGBoost}: Conjugate Gradient in Function Space",
type = "Computer Science Technical Report",
number = "CaltechCSTR:2003.007",
institution = Caltech,
address = Caltech:adr,
month = Aug,
year = 2003,
url = "http://resolver.caltech.edu/CaltechCSTR:2003.007"
}
@InProceedings{Li:2003:measure,
author = "Ling Li and Alcherio Martinoli and Yaser S. Abu-Mostafa",
title = "Diversity and Specialization in Collaborative Swarm Systems",
editor = "Carl Anderson and Tucker Balch",
booktitle = "Proceedings of the 2nd International Workshop on the
Mathematics and Algorithms of Social Insects",
address = "Atlanta, Georgia, USA",
month = Dec # "~15--17",
pages = "91--98",
year = 2003
}
@Article{Li:2004:specialization,
author = "Ling Li and Alcherio Martinoli and Yaser S. Abu-Mostafa",
title = "Learning and Measuring Specialization in
Collaborative Swarm Systems",
journal = "Adaptive Behavior",
editor = "Carl Anderson and Tucker Balch",
volume = 12,
number = "3--4",
pages = "199--212",
month = Dec,
year = 2004
}
@InProceedings{Lin:2005:stumpkernel,
author = "Hsuan-Tien Lin and Ling Li",
title = "Infinite Ensemble Learning with Support Vector Machines",
editor = "Jo{\~a}o Gama and Rui Camacho and
Pavel Brazdil and Al{\'p}io Jorge and Lu{\'i}s Torgo",
booktitle = "Machine Learning: ECML~2005",
CONFaddress = "Porto, Portugal",
CONFmonth = Oct # "~3--7",
series = LNAI,
volume = 3720,
pages = "242--254",
publisher = Springer,
year = 2005,
ISBN = "3-540-29243-8"
}
@InProceedings{Li:2005:fingerprint,
author = "Ling Li and Amrit Pratap and Hsuan-Tien Lin
and Yaser S. Abu-Mostafa",
title = "Improving Generalization by Data Categorization",
editor = "Al{\'p}io Jorge and Lu{\'i}s Torgo and
Pavel Brazdil and Rui Camacho and Jo{\~a}o Gama",
booktitle = "Knowledge Discovery in Databases: PKDD~2005",
CONFaddress = "Porto, Portugal",
CONFmonth = Oct # "~3--7",
series = LNAI,
volume = 3721,
pages = "157--168",
publisher = Springer,
year = 2005,
ISBN = "3-540-29244-6"
}
@InProceedings{Lin:2005:kernels,
author = "Hsuan-Tien Lin and Ling Li",
title = "Novel Distance-Based {SVM} Kernels for
Infinite Ensemble Learning",
booktitle = "Proceedings of the 12th International Conference
on Neural Information Processing",
CONFaddress = "Taipei, Taiwan",
CONFmonth = Oct # "~30--" # Nov # "~2",
pages = "761--766",
year = 2005
}
@TechReport{Li:2005:perceptron,
author = "Ling Li",
title = "Perceptron Learning with Random Coordinate Descent",
type = "Computer Science Technical Report",
number = "CaltechCSTR:2005.006",
institution = Caltech,
address = Caltech:adr,
month = Aug,
year = 2005,
url = "http://resolver.caltech.edu/CaltechCSTR:2005.006"
}
@InProceedings{Lin:2005:SAGE,
author = "Hsuan-Tien Lin and Ling Li",
title = "Analysis of {SAGE} Results with Combined Learning Techniques",
editor = "Petr Berka and Bruno Cr{\'e}milleux",
booktitle = "Proceedings of the ECML/PKDD 2005 Discovery Challenge",
CONFaddress = "Porto, Portugal",
CONFmonth = Oct # "~7",
pages = "102--113",
year = 2005
}
@InProceedings{Li:2006:adaboost_erp,
author = "Ling Li",
title = "Multiclass Boosting with Repartitioning",
editor = "William W. Cohen and Andrew Moore",
booktitle = "ICML~2006: Proceedings of the 23rd
International Conference on Machine Learning",
CONFaddress = "Pittsburgh, PA",
CONFmonth = Jun # "~25--29",
pages = "569--576",
publisher = ACM,
year = 2006,
ISBN = "1-59593-383-2"
}
@TechReport{Li:2006:dcomplex,
author = "Ling Li and Yaser S. Abu-Mostafa",
title = "Data Complexity in Machine Learning",
type = "Computer Science Technical Report",
number = "CaltechCSTR:2006.004",
institution = Caltech,
address = Caltech:adr,
month = May,
year = 2006,
url = "http://resolver.caltech.edu/CaltechCSTR:2006.004"
}
@PhdThesis{Li:2006:phd,
author = "Ling Li",
title = "Data Complexity in Machine Learning and
Novel Classification Algorithms",
school = Caltech,
address = Caltech:adr,
month = May,
year = 2006
}
@InProceedings{Lin:2006:ORBoost,
author = "Hsuan-Tien Lin and Ling Li",
title = "Large-Margin Thresholded Ensembles for Ordinal Regression:
Theory and Practice",
booktitle = "Algorithmic Learning Theory: ALT~2006",
editor = "Jos\'e L. Balc\'azar and Philip M. Long and Frank Stephan",
CONFaddress = "Barcelona, Spain",
CONFmonth = Oct # "~7--10",
series = LNAI,
volume = 4264,
pages = "319--333",
publisher = Springer,
year = 2006,
ISBN = "3-540-46649-5"
}
@InProceedings{Li:2007:reduction,
author = "Ling Li and Hsuan-Tien Lin",
title = "Ordinal Regression by Extended Binary Classification",
booktitle = "Advances in Neural Information Processing Systems~19",
editor = "B. Sch{\"o}lkopf and J. C. Platt and T. Hofmann",
CONFaddress = "Vancouver, Canada",
CONFmonth = Dec # "~4--9",
CONFyear = 2006,
pages = "865--872",
publisher = MITPress,
year = 2007,
}
@InProceedings{Li:2007:rcd,
author = "Ling Li and Hsuan-Tien Lin",
title = "Optimizing 0/1~Loss for Perceptrons by
Random Coordinate Descent",
booktitle = "Proceedings of the 2007 International Joint
Conference on Neural Networks",
CONFaddress = "Orlando, FL",
CONFmonth = Aug # "~12--17",
pages = "749--754",
publisher = IEEE,
year = 2007,
ISBN = "1-4244-1380-X"
}
@Article{Lin:2008:inf-kernel,
author = "Hsuan-Tien Lin and Ling Li",
title = "Support Vector Machinery for Infinite Ensemble Learning",
journal = JMLR,
volume = 9,
number = "Feb",
pages = "285--312",
month = Feb,
year = 2008
}