Abstract is missing.
- Data with Density-Based Clusters: A Generator for Systematic Evaluation of Clustering AlgorithmsPhilipp Jahn 0001, Christian M. m. Frey, Anna Beer 0001, Collin Leiber, Thomas Seidl 0001. 3-21 [doi]
- Model-Based Reinforcement Learning with Multi-task Offline PretrainingMinting Pan, Yitao Zheng, Yunbo Wang, Xiaokang Yang. 22-39 [doi]
- Advancing Graph Counterfactual Fairness Through Fair Representation LearningZichong Wang, Zhibo Chu, Ronald Blanco, Zhong Chen, Shu-Ching Chen, Wenbin Zhang. 40-58 [doi]
- Continuously Deep Recurrent Neural NetworksAndrea Ceni, Peter Ford Dominey, Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Domenico Tortorella. 59-73 [doi]
- Dynamics Adaptive Safe Reinforcement Learning with a Misspecified SimulatorRuiqi Xue, Ziqian Zhang, Lihe Li, Feng Chen, Yi-Chen Li 0001, Yang Yu 0001, Lei Yuan 0001. 74-91 [doi]
- CRISPert: A Transformer-Based Model for CRISPR-Cas Off-Target PredictionWilliam Jobson Pargeter, Rolf Backofen, Van Dinh Tran. 92-104 [doi]
- Improved Topology Features for Node Classification on Heterophilic GraphsYurui Lai, Taiyan Zhang, Rui Fan 0004. 105-123 [doi]
- Fast Redescription Mining Using Locality-Sensitive HashingMaiju Karjalainen, Esther Galbrun, Pauli Miettinen. 124-142 [doi]
- σ-GPTs: A New Approach to Autoregressive ModelsArnaud Pannatier, Evann Courdier, François Fleuret. 143-159 [doi]
- FairFlow: An Automated Approach to Model-Based Counterfactual Data Augmentation for NLPEwoenam Kwaku Tokpo, Toon Calders. 160-176 [doi]
- GrINd: Grid Interpolation Network for Scattered ObservationsAndrzej Dulny, Paul Heinisch, Andreas Hotho, Anna Krause. 177-193 [doi]
- MEGA: Multi-encoder GNN Architecture for Stronger Task Collaboration and GeneralizationFaraz Khoshbakhtian, Gaurav Oberoi, Dionne M. Aleman, Siddhartha Asthana. 194-208 [doi]
- MetaQuRe: Meta-learning from Model Quality and Resource ConsumptionRaphael Fischer 0001, Marcel Wever, Sebastian Buschjäger, Thomas Liebig. 209-226 [doi]
- Propagation Structure-Semantic Transfer Learning for Robust Fake News DetectionMengyang Chen, Lingwei Wei, Han Cao, Wei Zhou, Zhou Yan, Songlin Hu. 227-244 [doi]
- Exploring Contrastive Learning for Long-Tailed Multi-label Text ClassificationAlexandre Audibert, Aurélien Gauffre, Massih-Reza Amini. 245-261 [doi]
- Simultaneous Linear Connectivity of Neural Networks Modulo PermutationEkansh Sharma, Devin Kwok, Tom Denton, Daniel M. Roy 0001, David Rolnick, Gintare Karolina Dziugaite. 262-279 [doi]
- Fast Fishing: Approximating Bait for Efficient and Scalable Deep Active Image ClassificationDenis Huseljic, Paul Hahn, Marek Herde, Lukas Rauch, Bernhard Sick. 280-296 [doi]
- Understanding Domain-Size Generalization in Markov Logic NetworksFlorian Chen, Felix Weitkämper, Sagar Malhotra. 297-314 [doi]
- Retrieval-Augmented Mining of Temporal Logic Specifications from DataGaia Saveri, Luca Bortolussi. 315-331 [doi]
- CAM-Based Methods Can See Through WallsMagamed Taimeskhanov, Ronan Sicre, Damien Garreau. 332-348 [doi]
- Making Alice Appear Like Bob: A Probabilistic Preference Obfuscation Method For Implicit Feedback Recommendation ModelsGustavo Escobedo, Marta Moscati, Peter Muellner, Simone Kopeinik, Dominik Kowald, Elisabeth Lex, Markus Schedl. 349-365 [doi]
- Leiden-Fusion Partitioning Method for Effective Distributed Training of Graph EmbeddingsYuhe Bai, Camélia Constantin, Hubert Naacke. 366-382 [doi]
- Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural NetworksMatthias König 0005, Xiyue Zhang, Holger H. Hoos, Marta Kwiatkowska, Jan N. van Rijn. 383-398 [doi]
- Efficiently Predicting Mutational Effect on Homologous Proteins by Evolution EncodingZhiqiang Zhong, Davide Mottin. 399-415 [doi]
- Interpretable and Fair Mechanisms for Abstaining ClassifiersDaphne Lenders, Andrea Pugnana, Roberto Pellungrini, Toon Calders, Dino Pedreschi, Fosca Giannotti. 416-433 [doi]
- Boosting Long-Tail Data Classification with Sparse Prototypical NetworksAlexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Alexandra Bekiaridou, Keno Bressem, Stavros Zanos, Felix Gers, Wolfgang Nejdl, Alexander Löser. 434-449 [doi]