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Poster
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Wed 16:30
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Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
Dombry Clement · Ahmed Zaoui
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Poster
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Thu 16:30
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Least Squares Regression Can Exhibit Under-Parameterized Double Descent
Xinyue Li · Rishi Sonthalia
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Poster
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Wed 16:30
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Truthful High Dimensional Sparse Linear Regression
Liyang Zhu · Amina Manseur · Meng Ding · Jinyan Liu · Jinhui Xu · Di Wang
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Poster
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Thu 16:30
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The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems
Xiyuan Li · Youjun Wang · Weiwei Liu
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Poster
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Thu 16:30
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SCOREQ: Speech Quality Assessment with Contrastive Regression
Alessandro Ragano · Jan Skoglund · Andrew Hines
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Poster
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Thu 11:00
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Dimension-free deterministic equivalents and scaling laws for random feature regression
Leonardo Defilippis · Bruno Loureiro · Theodor Misiakiewicz
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Poster
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Thu 16:30
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Revisiting Differentially Private ReLU Regression
Meng Ding · Mingxi Lei · Liyang Zhu · Shaowei Wang · Di Wang · Jinhui Xu
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Poster
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Fri 16:30
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How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression
Xingwu Chen · Lei Zhao · Difan Zou
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Poster
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Thu 16:30
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Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient
Shaoqi Wang · Chunjie Yang · Siwei Lou
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Poster
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Fri 16:30
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Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts
Andong Wang · Yuning Qiu · Mingyuan Bai · Zhong Jin · Guoxu Zhou · Qibin Zhao
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Poster
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Thu 11:00
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Provable and Efficient Dataset Distillation for Kernel Ridge Regression
Yilan Chen · Wei Huang · Lily Weng
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Poster
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Wed 11:00
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Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval
Haolun Wu · Ofer Meshi · Masrour Zoghi · Fernando Diaz · Xue (Steve) Liu · Craig Boutilier · Maryam Karimzadehgan
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