Reversible jump attack to textual classifiers with modification reduction Mingze NiZhensu SunWei Liu OriginalPaper Open access 22 April 2024 Pages: 5907 - 5937
SWoTTeD: an extension of tensor decomposition to temporal phenotyping Hana SebiaThomas GuyetEtienne Audureau OriginalPaper 30 April 2024 Pages: 5939 - 5980
Finite-time error bounds for Greedy-GQ Yue WangYi ZhouShaofeng Zou OriginalPaper 30 April 2024 Pages: 5981 - 6018
Evaluating feature attribution methods in the image domain Arne GevaertAxel-Jan RousseauYvan Saeys OriginalPaper Open access 24 May 2024 Pages: 6019 - 6064
Exploiting residual errors in nonlinear online prediction Emirhan IlhanAhmet B. KocSuleyman S. Kozat OriginalPaper Open access 29 May 2024 Pages: 6065 - 6091
Meta-learning for heterogeneous treatment effect estimation with closed-form solvers Tomoharu IwataYoichi Chikahara OriginalPaper 29 May 2024 Pages: 6093 - 6114
A framework for training larger networks for deep Reinforcement learning Kei OtaDevesh K. JhaAsako Kanezaki OriginalPaper Open access 05 June 2024 Pages: 6115 - 6139
The impact of data distribution on Q-learning with function approximation Pedro P. SantosDiogo S. CarvalhoFrancisco S. Melo OriginalPaper Open access 07 June 2024 Pages: 6141 - 6163
Improving interpretability via regularization of neural activation sensitivity Ofir MosheGil FidelAsaf Shabtai OriginalPaper Open access 19 June 2024 Pages: 6165 - 6196
Supervised maximum variance unfolding Deliang YangHou-Duo Qi OriginalPaper Open access 19 June 2024 Pages: 6197 - 6226
REFUEL: rule extraction for imbalanced neural node classification Marco MarkwaldElena Demidova OriginalPaper Open access 19 June 2024 Pages: 6227 - 6246
High-order proximity and relation analysis for cross-network heterogeneous node classification Hanrui WuYanxin WuJinyi Long OriginalPaper 19 June 2024 Pages: 6247 - 6272
X-Detect: explainable adversarial patch detection for object detectors in retail Omer HofmanAmit GiloniAsaf Shabtai OriginalPaper Open access 19 June 2024 Pages: 6273 - 6292
Neighborhood relation-based incremental label propagation algorithm for partially labeled hybrid data Wenhao ShuDongtao CaoShipeng Li OriginalPaper 19 June 2024 Pages: 6293 - 6339
Kalt: generating adversarial explainable chinese legal texts Yunting ZhangShang LiBinxing Fang OriginalPaper 21 June 2024 Pages: 6341 - 6371
Quantitative Gaussian approximation of randomly initialized deep neural networks Andrea BasteriDario Trevisan OriginalPaper 25 June 2024 Pages: 6373 - 6393
Discrete-time graph neural networks for transaction prediction in Web3 social platforms Manuel DileoMatteo Zignani OriginalPaper Open access 25 June 2024 Pages: 6395 - 6412
Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization Ganyu WangQingsong ZhangCharles X. Ling OriginalPaper 27 June 2024 Pages: 6413 - 6451
Evidential uncertainty sampling strategies for active learning Arthur HoarauVincent LemaireArnaud Martin OriginalPaper 27 June 2024 Pages: 6453 - 6474
Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds Gabor PaczolayMatteo PapiniMarcello Restelli OriginalPaper 27 June 2024 Pages: 6475 - 6510
PROUD: PaRetO-gUided diffusion model for multi-objective generation Yinghua YaoYuangang PanXin Yao OriginalPaper 02 July 2024 Pages: 6511 - 6538
FairMOE: counterfactually-fair mixture of experts with levels of interpretability Joe GerminoNuno MonizNitesh V. Chawla OriginalPaper Open access 08 July 2024 Pages: 6539 - 6559
Fast linear model trees by PILOT Jakob RaymaekersPeter J. RousseeuwRuicong Yao OriginalPaper Open access 08 July 2024 Pages: 6561 - 6610
Neural discovery of balance-aware polarized communities Francesco GulloDomenico MandaglioAndrea Tagarelli OriginalPaper Open access 09 July 2024 Pages: 6611 - 6644
Conformal predictions for probabilistically robust scalable machine learning classification Alberto CarlevaroTeodoro AlamoMaurizio Mongelli OriginalPaper Open access 09 July 2024 Pages: 6645 - 6661
Regional bias in monolingual English language models Jiachen LyuKatharina DostJörg Wicker OriginalPaper Open access 09 July 2024 Pages: 6663 - 6696
Moreau-Yoshida variational transport: a general framework for solving regularized distributional optimization problems Dai Hai NguyenTetsuya Sakurai OriginalPaper 10 July 2024 Pages: 6697 - 6724
Compressed sensing: a discrete optimization approach Dimitris BertsimasNicholas A. G. Johnson OriginalPaper Open access 11 July 2024 Pages: 6725 - 6764
Explainable dating of greek papyri images John PavlopoulosMaria KonstantinidouAristidis Likas OriginalPaper Open access 11 July 2024 Pages: 6765 - 6786
L2XGNN: learning to explain graph neural networks Giuseppe SerraMathias Niepert OriginalPaper Open access 12 July 2024 Pages: 6787 - 6809
LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios Tuan T. NguyenHoang H. NguyenMarco Fisichella OriginalPaper Open access 15 July 2024 Pages: 6811 - 6837
Partitioned least squares Roberto EspositoMattia CerratoMarco Locatelli OriginalPaper Open access 15 July 2024 Pages: 6839 - 6869
XAI-TRIS: non-linear image benchmarks to quantify false positive post-hoc attribution of feature importance Benedict ClarkRick WilmingStefan Haufe OriginalPaper Open access 16 July 2024 Pages: 6871 - 6910
ICM ensemble with novel betting functions for concept drift Charalambos EliadesHarris Papadopoulos OriginalPaper Open access 17 July 2024 Pages: 6911 - 6944
Spatial entropy as an inductive bias for vision transformers Elia PeruzzoEnver SanginetoNicu Sebe OriginalPaper Open access 17 July 2024 Pages: 6945 - 6975
Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned Jesse DavisLotte BransenMaaike Van Roy OriginalPaper Open access 17 July 2024 Pages: 6977 - 7010
Towards efficient AutoML: a pipeline synthesis approach leveraging pre-trained transformers for multimodal data Ambarish MoharilJoaquin VanschorenDamian Tamburri OriginalPaper Open access 19 July 2024 Pages: 7011 - 7053
Distribution-free conformal joint prediction regions for neural marked temporal point processes Victor DheurTanguy BosserSouhaib Ben Taieb OriginalPaper 23 July 2024 Pages: 7055 - 7102
Jaccard-constrained dense subgraph discovery Chamalee Wickrama ArachchiNikolaj Tatti OriginalPaper Open access 23 July 2024 Pages: 7103 - 7125
Correction to: Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events Lucas P. DamascenoEgzona RexhepiZois Boukouvalas Correction 21 June 2024 Pages: 7127 - 7128
