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

TOTAL DOCUMENTS

(FIVE YEARS 44)

H-INDEX

(FIVE YEARS 1)

Published By Springer International Publishing

9783030676636, 9783030676643

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Generating Financial Reports from Macro News via Multiple Edits Neural Networks

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

10.1007/978-3-030-67664-3_40 ◽

2021 ◽

pp. 667-682

Author(s):

Wenxin Hu ◽

Xiaofeng Zhang ◽

Yunpeng Ren

Keyword(s):

Neural Networks ◽

Financial Reports ◽

Macro News

Download Full-text

Companion Guided Soft Margin for Face Recognition

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

10.1007/978-3-030-67664-3_30 ◽

2021 ◽

pp. 497-514

Author(s):

Yingcheng Su ◽

Yichao Wu ◽

Zhenmao Li ◽

Qiushan Guo ◽

Ken Chen ◽

...

Keyword(s):

Face Recognition ◽

Soft Margin

Download Full-text

Interactive Multi-objective Reinforcement Learning in Multi-armed Bandits with Gaussian Process Utility Models

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

10.1007/978-3-030-67664-3_28 ◽

2021 ◽

pp. 463-478

Author(s):

Diederik M. Roijers ◽

Luisa M. Zintgraf ◽

Pieter Libin ◽

Mathieu Reymond ◽

Eugenio Bargiacchi ◽

...

Keyword(s):

Reinforcement Learning ◽

Gaussian Process ◽

Multi Objective ◽

Process Utility ◽

Utility Models

Download Full-text

Fairness by Explicability and Adversarial SHAP Learning

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

10.1007/978-3-030-67664-3_11 ◽

2021 ◽

pp. 174-190

Author(s):

James M. Hickey ◽

Pietro G. Di Stefano ◽

Vlasios Vasileiou

Download Full-text

MUMBO: MUlti-task Max-Value Bayesian Optimization

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

10.1007/978-3-030-67664-3_27 ◽

2021 ◽

pp. 447-462

Author(s):

Henry B. Moss ◽

David S. Leslie ◽

Paul Rayson

Keyword(s):

Bayesian Optimization

Download Full-text

Orthant Based Proximal Stochastic Gradient Method for $$\ell _1$$-Regularized Optimization

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

10.1007/978-3-030-67664-3_4 ◽

2021 ◽

pp. 57-73

Author(s):

Tianyi Chen ◽

Tianyu Ding ◽

Bo Ji ◽

Guanyi Wang ◽

Yixin Shi ◽

...

Keyword(s):

Gradient Method ◽

Stochastic Gradient ◽

Regularized Optimization ◽

Stochastic Gradient Method

Download Full-text

FAWA: Fast Adversarial Watermark Attack on Optical Character Recognition (OCR) Systems

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

10.1007/978-3-030-67664-3_33 ◽

2021 ◽

pp. 547-563

Author(s):

Lu Chen ◽

Jiao Sun ◽

Wei Xu

Keyword(s):

Character Recognition ◽

Optical Character Recognition ◽

Optical Character

Download Full-text

Continual Learning with Knowledge Transfer for Sentiment Classification

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

10.1007/978-3-030-67664-3_41 ◽

2021 ◽

pp. 683-698

Author(s):

Zixuan Ke ◽

Bing Liu ◽

Hao Wang ◽

Lei Shu

Keyword(s):

Knowledge Transfer ◽

Sentiment Classification ◽

Continual Learning

Download Full-text

Graph-Revised Convolutional Network

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

10.1007/978-3-030-67664-3_23 ◽

2021 ◽

pp. 378-393

Author(s):

Donghan Yu ◽

Ruohong Zhang ◽

Zhengbao Jiang ◽

Yuexin Wu ◽

Yiming Yang

Keyword(s):

Convolutional Network

Download Full-text

Probabilistic Reconciliation of Hierarchical Forecast via Bayes’ Rule

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

10.1007/978-3-030-67664-3_13 ◽

2021 ◽

pp. 211-226

Author(s):

Giorgio Corani ◽

Dario Azzimonti ◽

João P. S. C. Augusto ◽

Marco Zaffalon

Keyword(s):

Bayes Rule

Download Full-text

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

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Generating Financial Reports from Macro News via Multiple Edits Neural Networks

Companion Guided Soft Margin for Face Recognition

Interactive Multi-objective Reinforcement Learning in Multi-armed Bandits with Gaussian Process Utility Models

Fairness by Explicability and Adversarial SHAP Learning

MUMBO: MUlti-task Max-Value Bayesian Optimization

Orthant Based Proximal Stochastic Gradient Method for $$\ell _1$$-Regularized Optimization

FAWA: Fast Adversarial Watermark Attack on Optical Character Recognition (OCR) Systems

Continual Learning with Knowledge Transfer for Sentiment Classification

Graph-Revised Convolutional Network

Probabilistic Reconciliation of Hierarchical Forecast via Bayes’ Rule

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