会议文集


文集名AAAI Technical Tracks (Machine Learning VI)
会议名39th AAAI Conference on Artificial Intelligence (AAAI-25), 37th Conference on Innovative Applications of Artificial Intelligence (IAAI-25), 15th Symposium on Educational Advances in Artificial Intelligence (EAAI-25)
中译名《第三十九届AAAI人工智能会议，第三十七届人工智能创新应用会议，第十五届人工智能教育进展讨论会，卷20-1》
机构Association for the Advancement of Artificial Intelligence (AAAI)
会议日期25 February - 4 March 2025
会议地点Philadelphia, Pennsylvania, USA
出版年2025
馆藏号358211


题名作者出版年
ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular DatasetsTomas Tokar; Scott Sanner2025
Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback WindowsSuxin Tong; Jingling Yuan2025
InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time SeriesViet-Hung Tran; Zichi Zhang; Tuan Dung Pham; Ngoc Phu Doan; Anh-Tuan Hoang; Peixin Li; Hans Vandierendonck; Ira Assent; Son T. Mai2025
In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement LearningSongjun Tu; Jingbo Sun; Qichao Zhang; Yaocheng Zhang; Jia Liu; Ke Chen; Dongbin Zhao2025
From Logistic Regression to the Perceptron Algorithm: Exploring Gradient Descent with Large Step SizesAlexander Tyurin2025
Investigating Relational State Abstraction in Collaborative MARLSharlin Utke; Jeremie Houssineau; Giovanni Montana2025
CTD4 - a Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple CriticsDavid Valencia; Henry Williams; Yuning Xing; Trevor Gee; Bruce A MacDonald; Minas Liarokapis2025
CODE: Confident Ordinary Differential EditingBastien van Delft; Tommaso Martorella; Alexandre Alahi2025
Epistemic Bellman OperatorsPascal R. van der Vaart; Matthijs T. J. Spaan; Neil Yorke-Smith2025
SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control TasksMatyas Vincze; Laura Ferrarotti; Leonardo Lucio Custode; Bruno Lepri; Giovanni Iacca2025
Differentially Private Prototypes for Imbalanced Transfer LearningDariush Wahdany; Matthew Jagielski; Adam Dziedzic; Franziska Boenisch2025
Expressive Power of Temporal Message PassingPrzemyslaw Andrzej Walega; Michael Rawson2025
Conformal Inference of Individual Treatment Effects Using Conditional Density EstimatesBaozhen Wang; Xingye Qiao2025
Federated Weakly Supervised Video Anomaly Detection with Multimodal PromptBenfeng Wang; Chao Huang; Jie Wen; Wei Wang; Yabo Liu; Yong Xu2025
On the Relationship Between Monotone and Squared Probabilistic CircuitsBenjie Wang; Guy Van den Broeck2025
IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal CapabilitiesBin Wang; Chunyu Xie; Dawei Leng; Yuhui Yin2025
Towards Learnable Anchor for Deep Multi-View ClusteringBocheng Wang; Chusheng Zeng; Mulin Chen; Xuelong Li2025
Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation LearningDa Wang; Lin Li; Wei Wei; Qixian Yu; Jianye Hao; Jiye Liang2025
Are Expressive Models Truly Necessary for Offline RL?Guan Wang; Haoyi Niu; Jianxiong Li; Li Jiang; Jianming Hu; Xianyuan Zhan2025
Knockoffs Inference for Partially Linear Models with Automatic Structure DiscoveryHao Wang; Biqin Song; Hao Deng; Hong Chen2025
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