Abstract is missing.
- BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and DecidabilityXinglong Chang, Katharina Dost, Kaiqi Zhao 0001, Ambra Demontis, Fabio Roli, Gillian Dobbie, Jörg Wicker. 3-14 [doi]
- Fast and Attributed Change Detection on Dynamic Graphs with Density of StatesShenyang Huang, Jacob Danovitch, Guillaume Rabusseau, Reihaneh Rabbany. 15-26 [doi]
- Outlying Aspect Mining via Sum-Product NetworksStefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt. 27-38 [doi]
- TSI-GAN: Unsupervised Time Series Anomaly Detection Using Convolutional Cycle-Consistent Generative Adversarial NetworksShyam Sundar Saravanan, Tie Luo, Mao Van Ngo. 39-54 [doi]
- Achieving Counterfactual Fairness for Anomaly DetectionXiao Han 0008, Lu Zhang 0021, Yongkai Wu, Shuhan Yuan. 55-66 [doi]
- The Common-Neighbors Metric Is Noise-Robust and Reveals Substructures of Real-World NetworksSarel Cohen, Philipp Fischbeck, Tobias Friedrich 0001, Martin S. Krejca. 67-79 [doi]
- An Effective WGAN-Based Anomaly Detection Model for IoT Multivariate Time SeriesSibo Qi, Juan Chen, Peng Chen 0007, Peian Wen, Wenyu Shan, Ling Xiong. 80-91 [doi]
- RL-Net: Interpretable Rule Learning with Neural NetworksLucile Dierckx, Rosana Veroneze, Siegfried Nijssen. 95-107 [doi]
- The Causal Strength Bank: A New Benchmark for Causal Strength ClassificationXiaosong Yuan, Renchu Guan, WanLi Zuo, Yijia Zhang 0003. 111-122 [doi]
- Topological Graph Convolutional Networks Solutions for Power Distribution Grid PlanningYuzhou Chen, Miguel Heleno, Alexandre Moreira, Yulia R. Gel. 123-134 [doi]
- Label Distribution Learning with Discriminative Instance MappingHeng-Ru Zhang, Run-Ting Bai, Wen-Tao Tang. 135-146 [doi]
- Leveraging Generative Models for Combating Adversarial Attacks on Tabular DatasetsJiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Paul Montague, Junae Kim, Gang Li 0009. 147-158 [doi]
- Weak Correlation-Based Discriminative Dictionary Learning for Image ClassificationHuangkai Zhang, Li Zhang 0004. 159-170 [doi]
- Data-dependent and Scale-Invariant Kernel for Support Vector Machine ClassificationVinayaka Vivekananda Malgi, Sunil Aryal, Zafaryab Rasool, David Tay. 171-182 [doi]
- Enhancing Robustness of Prototype with Attentive Information Guided Alignment in Few-Shot ClassificationTae Hyung Kim, Woo-Jeoung Nam, Seong-Whan Lee. 183-194 [doi]
- An Improved Visual Assessment with Data-Dependent Kernel for Stream ClusteringBaojie Zhang, Yang Cao, Ye Zhu 0002, Sutharshan Rajasegarar, Gang Liu, Hong Xian Li, Maia Angelova, Gang Li. 197-209 [doi]
- Selecting the Number of Clusters K with a Stability Trade-off: An Internal Validation CriterionAlex Mourer, Florent Forest, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille. 210-222 [doi]
- Adaptive View-Aligned and Feature Augmentation Network for Partially View-Aligned ClusteringXianchao Zhang, Mengyan Chen, Jie Mu, Linlin Zong. 223-235 [doi]
- Continuously Predicting the Completion of a Time Intervals Related PatternNevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch. 239-251 [doi]
- Interactive Pattern Mining Using Discriminant Sub-patterns as Dynamic FeaturesArnold Hien, Samir Loudni, Noureddine Aribi, Abdelkader Ouali, Albrecht Zimmermann. 252-263 [doi]
- A Novel Explainable Link Forecasting Framework for Temporal Knowledge Graphs Using Time-Relaxed Cyclic and Acyclic RulesRage Uday Kiran, Abinash Maharana, Krishna Reddy Polepalli. 264-275 [doi]
- A Consumer-Good-Type Aware Itemset Placement Framework for Retail BusinessesRaghav Mittal, Anirban Mondal, P. Krishna Reddy. 276-288 [doi]
- M-EBM: Towards Understanding the Manifolds of Energy-Based ModelsXiulong Yang, Shihao Ji. 291-302 [doi]
- Small Temperature is All You Need for Differentiable Architecture SearchJiuling Zhang, Zhiming Ding. 303-315 [doi]
- Document-Level Relation Extraction with Cross-sentence Reasoning GraphHongfei Liu, Zhao Kang 0001, Lizong Zhang, Ling Tian, Fujun Hua. 316-328 [doi]
- Weight Prediction Boosts the Convergence of AdamWLei Guan. 329-340 [doi]
- Model-Agnostic Reachability Analysis on Deep Neural NetworksChi Zhang, Wenjie Ruan, Fu Wang, Peipei Xu, Geyong Min, Xiaowei Huang 0001. 341-354 [doi]
- Adaptive Bi-nonlinear Neural Networks Based on Complex Numbers with Weights Constrained Along the Unit CircleFelip Guimerà Cuevas, Thomy Phan, Helmut Schmid. 355-366 [doi]
- CopyCAT: Masking Strategy Conscious Augmented Text for Machine Generated Text DetectionChien-Liang Liu, Hung-Yu Kao. 367-379 [doi]
- Federated Learning Under Statistical Heterogeneity on Riemannian ManifoldsAdnan Ahmad, Wei Luo 0001, Antonio Robles-Kelly. 380-392 [doi]
- Enhanced Topic Modeling with Multi-modal Representation LearningDuoyi Zhang, Yue Wang, Md. Abul Bashar, Richi Nayak. 393-404 [doi]
- Dynamic Multi-View Fusion Mechanism for Chinese Relation ExtractionJing Yang, Bin Ji 0002, Shasha Li, Jun Ma 0015, Long Peng, Jie Yu 0008. 405-417 [doi]
- Alignment-Aware Word DistanceGuoliang Zhao, Jinglei Zhang, Dongdong Du, Qing Gao, Shujun Lin, Xiongfeng Xiao, Yupeng Wu. 418-429 [doi]
- MISNN: Multiple Imputation via Semi-parametric Neural NetworksZhiqi Bu, Zongyu Dai, Yiliang Zhang, Qi Long. 430-442 [doi]
- LSG Attention: Extrapolation of Pretrained Transformers to Long SequencesCharles Condevaux, Sébastien Harispe. 443-454 [doi]
- Compressing the Embedding Matrix by a Dictionary Screening Approach in Text ClassificationJing Zhou, Xinru Jing, Muyu Liu, Hansheng Wang. 457-468 [doi]
- Disentangled Representation with Causal Constraints for Counterfactual FairnessZiqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu 0003, Ke Wang. 471-482 [doi]
- F3: Fair and Federated Face Attribute Classification with Heterogeneous DataSamhita Kanaparthy, Manisha Padala, Sankarshan Damle, Ravi Kiran Sarvadevabhatla, Sujit Gujar. 483-494 [doi]
- Estimating the Risk of Individual Discrimination of ClassifiersJonathan Vasquez, Xavier Gitiaux, Huzefa Rangwala. 495-506 [doi]
- Multi-fair Capacitated Students-Topics Grouping ProblemTai Le Quy, Gunnar Friege, Eirini Ntoutsi. 507-519 [doi]
- GroupMixNorm Layer for Learning Fair ModelsAnubha Pandey, Aditi Rai, Maneet Singh, Deepak Bhatt, Tanmoy Bhowmik. 520-531 [doi]
- Quantifying the Bias of Transformer-Based Language Models for African American English in Masked Language ModelingFlavia Salutari, Jerome Ramos, Hossein A. Rahmani, Leonardo Linguaglossa, Aldo Lipani. 532-543 [doi]
- Fairness for Robust Learning to RankOmid Memarrast, Ashkan Rezaei, Rizal Fathony, Brian D. Ziebart. 544-556 [doi]