Multi-Target Prediction: A Unifying View on Problems and Methods

Multi-Target Prediction: A Unifying View on Problems and Methods

7 September 2018

Willem Waegeman

Krzysztof Dembczyñski

Eyke Huellermeier

Papers citing "Multi-Target Prediction: A Unifying View on Problems and Methods"

13 / 13 papers shown

Title
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 26 92 0 30 Apr 2024
Local Interpretability of Random Forests for Multi-Target Regression Avraam Bardos Nikolaos Mylonas Ioannis Mollas Grigorios Tsoumakas AAML 19 2 0 29 Mar 2023
Hyperparameter optimization in deep multi-target prediction Dimitrios Iliadis Marcel Wever B. De Baets Willem Waegeman 19 1 0 08 Nov 2022
Estimating Multi-label Accuracy using Labelset Distributions L. Park Jesse Read 14 0 0 09 Sep 2022
Tree-Based Dynamic Classifier Chains E. Mencía Moritz Kulessa Simon Bohlender Johannes Furnkranz 18 4 0 13 Dec 2021
A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams Heitor Murilo Gomes Maciej Grzenda R. Mello Jesse Read Minh-Huong Le Nguyen Albert Bifet 38 44 0 16 Jun 2021
Multi-target prediction for dummies using two-branch neural networks Dimitrios Iliadis B. De Baets Willem Waegeman 17 9 0 19 Apr 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data L. Dery 24 7 0 03 Jan 2021
Deep tree-ensembles for multi-output prediction F. Nakano Konstantinos Pliakos C. Vens 22 19 0 03 Nov 2020
Classifier Chains: A Review and Perspectives Jesse Read Bernhard Pfahringer G. Holmes E. Frank 25 91 0 26 Dec 2019
Probabilistic Regressor Chains with Monte Carlo Methods Jesse Read Luca Martino BDL UQCV AI4CE LRM 30 11 0 18 Jul 2019
Online Multi-target regression trees with stacked leaf models S. Mastelini Sylvio Barbon Junior A. Carvalho 11 3 0 29 Mar 2019
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression Michiel Stock T. Pahikkala A. Airola B. De Baets Willem Waegeman 24 24 0 05 Mar 2018