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会议文集


文集名AAAI Technical Tracks (Machine Learning I)
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15-1》
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358201


题名作者出版年
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot LearningWenqian Li; Pengfei Fang; Hui Xue2025
Exponential-Family Harmoniums with Neural Sufficient StatisticsAzwar Abdulsalam; Joseph G. Makin2025
Little is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised LearningAmr Abourayya; Jens Kleesiek; Kanishka Rao; Erman Ayday; Bharat Rao; Geoffrey I. Webb; Michael Kamp2025
Bootstrapped Reward ShapingJacob Adamczyk; Volodymyr Makarenko; Stas Tiomkin; Rahul V. Kulkarni2025
Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation LearningRishabh Agrawal; Nathan Dahlin; Rahul Jain; Ashutosh Nayyar2025
Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable ModelsSusmit Agrawal; Deepika Vemuri; Sri Siddarth Chakaravarthy P; Vineeth N. Balasubramanian2025
Active Fourier Auditor for Estimating Distributional Properties of ML ModelsAyoub Ajarra; Bishwamittra Ghosh; Debabrota Basu2025
Improving Deep Learning Speed and Performance Through Synaptic Neural BalanceAntonios Alexos; Ian Domingo; Pierre Baldi2025
Even-if Explanations: Formal Foundations, Priorities and ComplexityGianvincenzo Alfano; Sergio Greco; Domenico Mandaglio; Francesco Parisi; Reza Shahbazian; Irina Trubitsyna2025
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data SynthesisSeunghwan An; Gyeongdong Woo; Jaesung Lim; ChangHyun Kim; Sungchul Hong; Jong-June Jeon2025
Unleashing the Potential of Model Bias for Generalized Category DiscoveryWenbin An; Haonan Lin; Jiahao Nie; Feng Tian; Wenkai Shi; Yaqiang Wu; Qianying Wang; Ping Chen2025
Approximating Metric Magnitude of Point SetsRayna Andreeva; James Ward; Primoz Skraba; Jie Gao; Rik Sarkar2025
On the Robustness of Distributed Machine Learning Against Transfer AttacksSebastien Andreina; Pascal Zimmer; Ghassan Karame2025
Gaussian Graphical Modelling Without Independence Assumptions for Uncentered DataBailey Andrew; David R Westhead; Luisa Cutillo2025
When Can We Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis?Gautham Govind Anil; Pascal Esser; Debarghya Ghoshdastidar2025
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph LearningNaheed Anjum Arafat; Debabrota Basu; Yulia Gel; Yuzhou Chen2025
Neural Combinatorial Clustered Bandits for Recommendation SystemsBaran Atalar; Carlee Joe-Wong2025
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITAAdrian Atienza; Jakob E. Bardram; Sadasivan Puthusserypady2025
List Update with PredictionYossi Azar; Shahar Lewkowicz; Varun Suriyanarayana2025
Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementSeungheun Baek; Soyon Park; Yan Ting Chok; Junhyun Lee; Jueon Park; Mogan Gim; Jaewoo Kang2025
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