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Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs

28 November 2012

Eleftherios Spyromitros Xioufis

Papers citing "Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs"

29 / 29 papers shown

Title
JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows Eshant English Christoph Lippert 42 0 0 29 May 2025
Semiparametric conformal prediction Ji Won Park Robert Tibshirani Kyunghyun Cho 431 5 0 04 Nov 2024
Minimal Learning Machine for Multi-Label Learning J. Hämäläinen Amauri Souza C. L. C. Mattos João Gomes T. Kärkkäinen 90 2 0 09 May 2023
On Text-based Personality Computing: Challenges and Future Directions Qixiang Fang Anastasia Giachanou A. Bagheri L. Boeschoten E. V. Kesteren Mahdi Shafiee Kamalabad Daniel L. Oberski 87 7 0 13 Dec 2022
Condensed Gradient Boosting S. Emami Gonzalo Martínez-Munoz 48 4 0 26 Nov 2022
Bayesian learning of feature spaces for multitasks problems C. Sevilla-Salcedo Ascensión Gallardo-Antolín Vanessa Gómez-Verdejo Emilio Parrado-Hernández 22 1 0 07 Sep 2022
Probabilistic Conformal Prediction Using Conditional Random Samples Zhendong Wang Ruijiang Gao Mingzhang Yin Mingyuan Zhou David M. Blei TPM 139 25 0 14 Jun 2022
Local Explanation of Dimensionality Reduction Avraam Bardos Ioannis Mollas Nick Bassiliades Grigorios Tsoumakas 54 7 0 29 Apr 2022
Explainable Landscape-Aware Optimization Performance Prediction R. Trajanov Stefan Dimeski Martin Popovski Peter Korošec T. Eftimov 71 16 0 22 Oct 2021
Copula-based conformal prediction for Multi-Target Regression S. Messoudi Sebastien Destercke Sylvain Rousseau 170 48 0 28 Jan 2021
Fast and Accurate Pseudoinverse with Sparse Matrix Reordering and Incremental Approach Jinhong Jung Lee Sael 57 10 0 09 Nov 2020
Deep tree-ensembles for multi-output prediction F. Nakano Konstantinos Pliakos C. Vens 55 19 0 03 Nov 2020
My tweets bring all the traits to the yard: Predicting personality and relational traits in Online Social Networks Dimitra Karanatsiou Pavlos Sermpezis Dritjon Gruda K. Kafetsios Ilias Dimitriadis Athena Vakali 46 25 0 22 Sep 2020
A conditional one-output likelihood formulation for multitask Gaussian processes Óscar García Hinde Vanessa Gómez-Verdejo M. Martínez‐Ramón 21 6 0 05 Jun 2020
Bayesian Sparse Factor Analysis with Kernelized Observations C. Sevilla-Salcedo Alejandro Guerrero-López Pablo Martínez Olmos Vanessa Gómez-Verdejo 38 7 0 01 Jun 2020
Multi-target regression via output space quantization Eleftherios Spyromitros Xioufis Konstantinos Sechidis I. Vlahavas MQ 33 6 0 22 Mar 2020
Probabilistic Regressor Chains with Monte Carlo Methods Jesse Read Luca Martino BDL UQCV AI4CE LRM 79 11 0 18 Jul 2019
Learning Generalisable Coupling Terms for Obstacle Avoidance via Low-dimensional Geometric Descriptors Éric Pairet Paola Ardón M. Mistry Y. Pétillot 41 27 0 24 Jun 2019
Outlier Robust Extreme Learning Machine for Multi-Target Regression B. Silva F. Inaba E. Salles P. Ciarelli 10 13 0 22 May 2019
Gradient tree boosting with random output projections for multi-label classification and multi-output regression Arnaud Joly L. Wehenkel Pierre Geurts 54 6 0 18 May 2019
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods D. Charte F. Charte S. García Francisco Herrera OffRL 58 34 0 29 Nov 2018
Multi-Target Prediction: A Unifying View on Problems and Methods Willem Waegeman Krzysztof Dembczyñski Eyke Huellermeier 42 82 0 07 Sep 2018
Machine learning for predicting thermal power consumption of the Mars Express Spacecraft Matej Petković R. Boumghar M. Breskvar Jannis Brugger D. Kocev Jurica Levatić L. Lucas Aljaž Osojnik B. Ženko Nikola Simidjievski 25 14 0 03 Sep 2018
Making Classifier Chains Resilient to Class Imbalance Bin Liu Grigorios Tsoumakas 32 17 0 30 Jul 2018
Diversity and degrees of freedom in regression ensembles Henry W. J. Reeve Gavin Brown UQCV 50 22 0 01 Mar 2018
Dynamic classifier chains for multi-label learning Pawel Trajdos M. Kurzynski 56 8 0 20 Oct 2017
A New Learning Paradigm for Random Vector Functional-Link Network: RVFL+ Pengbo Zhang Zhi-Xin Yang 44 93 0 28 Aug 2017
Distributed Multi-Task Learning with Shared Representation Jialei Wang Mladen Kolar Nathan Srebro 50 22 0 07 Mar 2016
Multi-Target Regression via Random Linear Target Combinations Grigorios Tsoumakas Eleftherios Spyromitros Xioufis Aikaterini Vrekou I. Vlahavas 75 79 0 20 Apr 2014