Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science
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9783319712451, 9783319712468

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TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_46 ◽

2017 ◽

pp. 754-771 ◽

Cited By ~ 1

Author(s):

Xia Cui ◽

Frans Coenen ◽

Danushka Bollegala

Keyword(s):

Domain Adaptation ◽

Learning Task ◽

Unsupervised Domain Adaptation

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Theoretical Analysis of Domain Adaptation with Optimal Transport

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_45 ◽

2017 ◽

pp. 737-753 ◽

Cited By ~ 9

Author(s):

Ievgen Redko ◽

Amaury Habrard ◽

Marc Sebban

Keyword(s):

Theoretical Analysis ◽

Optimal Transport ◽

Domain Adaptation

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ALADIN: A New Approach for Drug–Target Interaction Prediction

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_20 ◽

2017 ◽

pp. 322-337 ◽

Cited By ~ 3

Author(s):

Krisztian Buza ◽

Ladislav Peska

Keyword(s):

Drug Target ◽

New Approach ◽

Target Interaction ◽

Interaction Prediction

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Efficient Sequence Regression by Learning Linear Models in All-Subsequence Space

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_3 ◽

2017 ◽

pp. 37-52

Author(s):

Severin Gsponer ◽

Barry Smyth ◽

Georgiana Ifrim

Keyword(s):

Linear Models ◽

Efficient Sequence

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A Simple Exponential Family Framework for Zero-Shot Learning

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_48 ◽

2017 ◽

pp. 792-808 ◽

Cited By ~ 46

Author(s):

Vinay Kumar Verma ◽

Piyush Rai

Keyword(s):

Exponential Family

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Subjectively Interesting Connecting Trees

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_4 ◽

2017 ◽

pp. 53-69 ◽

Cited By ~ 3

Author(s):

Florian Adriaens ◽

Jefrey Lijffijt ◽

Tijl De Bie

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PAC-Bayesian Analysis for a Two-Step Hierarchical Multiview Learning Approach

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_13 ◽

2017 ◽

pp. 205-221 ◽

Cited By ~ 2

Author(s):

Anil Goyal ◽

Emilie Morvant ◽

Pascal Germain ◽

Massih-Reza Amini

Keyword(s):

Bayesian Analysis ◽

Learning Approach ◽

Multiview Learning

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BeatLex: Summarizing and Forecasting Time Series with Patterns

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_1 ◽

2017 ◽

pp. 3-19 ◽

Cited By ~ 5

Author(s):

Bryan Hooi ◽

Shenghua Liu ◽

Asim Smailagic ◽

Christos Faloutsos

Keyword(s):

Time Series

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Ranking Based Multitask Learning of Scoring Functions

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_44 ◽

2017 ◽

pp. 721-736

Author(s):

Ivan Stojkovic ◽

Mohamed Ghalwash ◽

Zoran Obradovic

Keyword(s):

Multitask Learning ◽

Scoring Functions

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PowerCast: Mining and Forecasting Power Grid Sequences

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71246-8_37 ◽

2017 ◽

pp. 606-621 ◽

Cited By ~ 10

Author(s):

Hyun Ah Song ◽

Bryan Hooi ◽

Marko Jereminov ◽

Amritanshu Pandey ◽

Larry Pileggi ◽

...

Keyword(s):

Power Grid

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Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation

Theoretical Analysis of Domain Adaptation with Optimal Transport

ALADIN: A New Approach for Drug–Target Interaction Prediction

Efficient Sequence Regression by Learning Linear Models in All-Subsequence Space

A Simple Exponential Family Framework for Zero-Shot Learning

Subjectively Interesting Connecting Trees

PAC-Bayesian Analysis for a Two-Step Hierarchical Multiview Learning Approach

BeatLex: Summarizing and Forecasting Time Series with Patterns

Ranking Based Multitask Learning of Scoring Functions

PowerCast: Mining and Forecasting Power Grid Sequences

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science
Latest Publications