Works matching IS 08856125 AND DT 2024 AND VI 113 AND IP 9

Results: 40

Jaccard-constrained dense subgraph discovery.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 7103, doi. 10.1007/s10994-024-06595-y

By:

Wickrama Arachchi, Chamalee;
Tatti, Nikolaj

Publication type:

Article

Distribution-free conformal joint prediction regions for neural marked temporal point processes.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 7055, doi. 10.1007/s10994-024-06594-z

By:

Dheur, Victor;
Bosser, Tanguy;
Izbicki, Rafael;
Ben Taieb, Souhaib

Publication type:

Article

ICM ensemble with novel betting functions for concept drift.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6911, doi. 10.1007/s10994-024-06593-0

By:

Eliades, Charalambos;
Papadopoulos, Harris

Publication type:

Article

LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6811, doi. 10.1007/s10994-024-06592-1

By:

Nguyen, Tuan T.;
Nguyen, Hoang H.;
Sartipi, Mina;
Fisichella, Marco

Publication type:

Article

Fast linear model trees by PILOT.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6561, doi. 10.1007/s10994-024-06590-3

By:

Raymaekers, Jakob;
Rousseeuw, Peter J.;
Verdonck, Tim;
Yao, Ruicong

Publication type:

Article

Explainable dating of greek papyri images.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6765, doi. 10.1007/s10994-024-06589-w

By:

Pavlopoulos, John;
Konstantinidou, Maria;
Perdiki, Elpida;
Marthot-Santaniello, Isabelle;
Essler, Holger;
Vardakas, Georgios;
Likas, Aristidis

Publication type:

Article

Moreau-Yoshida variational transport: a general framework for solving regularized distributional optimization problems.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6697, doi. 10.1007/s10994-024-06586-z

By:

Nguyen, Dai Hai;
Sakurai, Tetsuya

Publication type:

Article

Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6977, doi. 10.1007/s10994-024-06585-0

By:

Davis, Jesse;
Bransen, Lotte;
Devos, Laurens;
Jaspers, Arne;
Meert, Wannes;
Robberechts, Pieter;
Van Haaren, Jan;
Van Roy, Maaike

Publication type:

Article

FairMOE: counterfactually-fair mixture of experts with levels of interpretability.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6539, doi. 10.1007/s10994-024-06583-2

By:

Germino, Joe;
Moniz, Nuno;
Chawla, Nitesh V.

Publication type:

Article

Partitioned least squares.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6839, doi. 10.1007/s10994-024-06582-3

By:

Esposito, Roberto;
Cerrato, Mattia;
Locatelli, Marco

Publication type:

Article

Neural discovery of balance-aware polarized communities.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6611, doi. 10.1007/s10994-024-06581-4

By:

Gullo, Francesco;
Mandaglio, Domenico;
Tagarelli, Andrea

Publication type:

Article

Correction to: Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events.

Published in:

2024

By:

Damasceno, Lucas P.;
Rexhepi, Egzona;
Shafer, Allison;
Whitehouse, Ian;
Japkowicz, Nathalie;
Cavalcante, Charles C.;
Corizzo, Roberto;
Boukouvalas, Zois

Publication type:

Correction Notice

Discrete-time graph neural networks for transaction prediction in Web3 social platforms.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6395, doi. 10.1007/s10994-024-06579-y

By:

Dileo, Manuel;
Zignani, Matteo

Publication type:

Article

Quantitative Gaussian approximation of randomly initialized deep neural networks.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6373, doi. 10.1007/s10994-024-06578-z

By:

Basteri, Andrea;
Trevisan, Dario

Publication type:

Article

Compressed sensing: a discrete optimization approach.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6725, doi. 10.1007/s10994-024-06577-0

By:

Bertsimas, Dimitris;
Johnson, Nicholas A. G.

Publication type:

Article

L2XGNN: learning to explain graph neural networks.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6787, doi. 10.1007/s10994-024-06576-1

By:

Serra, Giuseppe;
Niepert, Mathias

Publication type:

Article

PROUD: PaRetO-gUided diffusion model for multi-objective generation.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6511, doi. 10.1007/s10994-024-06575-2

By:

Yao, Yinghua;
Pan, Yuangang;
Li, Jing;
Tsang, Ivor;
Yao, Xin

Publication type:

Article

XAI-TRIS: non-linear image benchmarks to quantify false positive post-hoc attribution of feature importance.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6871, doi. 10.1007/s10994-024-06574-3

By:

Clark, Benedict;
Wilming, Rick;
Haufe, Stefan

Publication type:

Article

Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6475, doi. 10.1007/s10994-024-06573-4

By:

Paczolay, Gabor;
Papini, Matteo;
Metelli, Alberto Maria;
Harmati, Istvan;
Restelli, Marcello

Publication type:

Article

Kalt: generating adversarial explainable chinese legal texts.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6341, doi. 10.1007/s10994-024-06572-5

By:

Zhang, Yunting;
Li, Shang;
Ye, Lin;
Zhang, Hongli;
Chen, Zhe;
Fang, Binxing

Publication type:

Article

Conformal predictions for probabilistically robust scalable machine learning classification.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6645, doi. 10.1007/s10994-024-06571-6

By:

Carlevaro, Alberto;
Alamo, Teodoro;
Dabbene, Fabrizio;
Mongelli, Maurizio

Publication type:

Article

Spatial entropy as an inductive bias for vision transformers.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6945, doi. 10.1007/s10994-024-06570-7

By:

Peruzzo, Elia;
Sangineto, Enver;
Liu, Yahui;
De Nadai, Marco;
Bi, Wei;
Lepri, Bruno;
Sebe, Nicu

Publication type:

Article

REFUEL: rule extraction for imbalanced neural node classification.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6227, doi. 10.1007/s10994-024-06569-0

By:

Markwald, Marco;
Demidova, Elena

Publication type:

Article

Towards efficient AutoML: a pipeline synthesis approach leveraging pre-trained transformers for multimodal data.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 7011, doi. 10.1007/s10994-024-06568-1

By:

Moharil, Ambarish;
Vanschoren, Joaquin;
Singh, Prabhant;
Tamburri, Damian

Publication type:

Article

Evidential uncertainty sampling strategies for active learning.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6453, doi. 10.1007/s10994-024-06567-2

By:

Hoarau, Arthur;
Lemaire, Vincent;
Le Gall, Yolande;
Dubois, Jean-Christophe;
Martin, Arnaud

Publication type:

Article

High-order proximity and relation analysis for cross-network heterogeneous node classification.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6247, doi. 10.1007/s10994-024-06566-3

By:

Wu, Hanrui;
Wu, Yanxin;
Li, Nuosi;
Yang, Min;
Zhang, Jia;
Ng, Michael K.;
Long, Jinyi

Publication type:

Article

The impact of data distribution on Q-learning with function approximation.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6141, doi. 10.1007/s10994-024-06564-5

By:

Santos, Pedro P.;
Carvalho, Diogo S.;
Sardinha, Alberto;
Melo, Francisco S.

Publication type:

Article

Neighborhood relation-based incremental label propagation algorithm for partially labeled hybrid data.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6293, doi. 10.1007/s10994-024-06560-9

By:

Shu, Wenhao;
Cao, Dongtao;
Qian, Wenbin;
Li, Shipeng

Publication type:

Article

Regional bias in monolingual English language models.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6663, doi. 10.1007/s10994-024-06555-6

By:

Lyu, Jiachen;
Dost, Katharina;
Koh, Yun Sing;
Wicker, Jörg

Publication type:

Article

Exploiting residual errors in nonlinear online prediction.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6065, doi. 10.1007/s10994-024-06554-7

By:

Ilhan, Emirhan;
Koc, Ahmet B.;
Kozat, Suleyman S.

Publication type:

Article

Supervised maximum variance unfolding.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6197, doi. 10.1007/s10994-024-06553-8

By:

Yang, Deliang;
Qi, Hou-Duo

Publication type:

Article

Evaluating feature attribution methods in the image domain.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6019, doi. 10.1007/s10994-024-06550-x

By:

Gevaert, Arne;
Rousseau, Axel-Jan;
Becker, Thijs;
Valkenborg, Dirk;
De Bie, Tijl;
Saeys, Yvan

Publication type:

Article

Improving interpretability via regularization of neural activation sensitivity.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6165, doi. 10.1007/s10994-024-06549-4

By:

Moshe, Ofir;
Fidel, Gil;
Bitton, Ron;
Shabtai, Asaf

Publication type:

Article

X-Detect: explainable adversarial patch detection for object detectors in retail.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6273, doi. 10.1007/s10994-024-06548-5

By:

Hofman, Omer;
Giloni, Amit;
Hayun, Yarin;
Morikawa, Ikuya;
Shimizu, Toshiya;
Elovici, Yuval;
Shabtai, Asaf

Publication type:

Article

A framework for training larger networks for deep Reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6115, doi. 10.1007/s10994-024-06547-6

By:

Ota, Kei;
Jha, Devesh K.;
Kanezaki, Asako

Publication type:

Article

Meta-learning for heterogeneous treatment effect estimation with closed-form solvers.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6093, doi. 10.1007/s10994-024-06546-7

By:

Iwata, Tomoharu;
Chikahara, Yoichi

Publication type:

Article

SWoTTeD: an extension of tensor decomposition to temporal phenotyping.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 5939, doi. 10.1007/s10994-024-06545-8

By:

Sebia, Hana;
Guyet, Thomas;
Audureau, Etienne

Publication type:

Article

Finite-time error bounds for Greedy-GQ.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 5981, doi. 10.1007/s10994-024-06542-x

By:

Wang, Yue;
Zhou, Yi;
Zou, Shaofeng

Publication type:

Article

Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6413, doi. 10.1007/s10994-024-06541-y

By:

Wang, Ganyu;
Zhang, Qingsong;
Li, Xiang;
Wang, Boyu;
Gu, Bin;
Ling, Charles X.

Publication type:

Article

Reversible jump attack to textual classifiers with modification reduction.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 5907, doi. 10.1007/s10994-024-06539-6

By:

Ni, Mingze;
Sun, Zhensu;
Liu, Wei

Publication type:

Article