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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 392
| Title | Author(s) | Issue Date | |
|---|---|---|---|
Generalized equivalences between subsampling and ridge regularization Proceeding/Conference:Advances in Neural Information Processing Systems | 2023 | ||
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation Proceeding/Conference:Proceedings of Machine Learning Research | 2023 | ||
Predictive maintenance of VRLA batteries in UPS towards reliable data centers Proceeding/Conference:IFAC Papersonline | 2020 | ||
Optimal Ridge Regularization for Out-of-Distribution Prediction Proceeding/Conference:Proceedings of Machine Learning Research | 2024 | ||
Implicit Regularization Paths of Weighted Neural Representations Proceeding/Conference:Advances in Neural Information Processing Systems | 2024 | ||
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers Proceeding/Conference:The 28th International Conference on Artificial Intelligence and Statistics. (03/05/2025-05/05/2025, Mai Khao) | 3-May-2025 | ||
Fourier Circuits in Neural Networks and Transformers: A Case Study of Modular Arithmetic with Multiple Inputs Proceeding/Conference:The 28th International Conference on Artificial Intelligence and Statistics. (03/05/2025-05/05/2025, Mai Khao) | 3-May-2025 | ||
When Can We Solve the Weighted Low Rank Approximation Problem in Truly Subquadratic Time?
Proceeding/Conference:The 28th International Conference on Artificial Intelligence and Statistics. (03/05/2025-05/05/2025, Mai Khao) | 3-May-2025 | ||
HSR-Enhanced Sparse Attention Acceleration Proceeding/Conference:Conference on Parsimony and Learning 2025 (24/03/2025-27/03/2025, Stanford University, California) | 24-Mar-2025 | ||
Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability* Proceeding/Conference:First Conference on Language Modeling (07/10/2024-12/10/2024, Philadelphia) | 7-Oct-2024 | ||
Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond Proceeding/Conference:Conference on Parsimony and Learning 2025 (24/03/2025-27/03/2025, Stanford University, California) | 24-Mar-2025 | ||
Differential Privacy Mechanisms in Neural Tangent Kernel Regression Proceeding/Conference:IEEE/CVF Winter Conference on Applications of Computer Vision 2025 (28/02/2025-04/03/2025, Tucson, Arizona) | 28-Feb-2025 | ||
The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity Proceeding/Conference:Conference on Parsimony and Learning 2025 (24/03/2025-27/03/2025, Stanford University, California) | 24-Mar-2025 | ||
Fast John Ellipsoid Computation with Differential Privacy Optimization Proceeding/Conference:Conference on Parsimony and Learning 2025 (24/03/2025-27/03/2025, Stanford University, California) | 24-Mar-2025 | ||
Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix Proceeding/Conference:The 13th International Conference on Learning Representations (ICLR) (24/04/2025-28/04/2025, Singapore) | 24-Apr-2025 | ||
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent Proceeding/Conference:The 28th International Conference on Artificial Intelligence and Statistics. (03/05/2025-05/05/2025, Mai Khao) | 3-May-2025 | ||
Learning 3D Garment Animation from Trajectories of A Piece of Cloth Proceeding/Conference:Neural Information Processing Systems (NeurIPS), 2024 (10/12/2024-15/12/2024, Vancouver, Canada) | 5-Jun-2025 | ||
OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion Proceeding/Conference:Siggraph Asia 2025 (16/12/2025-18/12/2025, Hong Kong) | 18-Dec-2025 | ||
LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
Proceeding/Conference:International Conference on Computer Vision (ICCV) (19/10/2025-23/10/2025, Honolulu, Hawai'i) | 23-Oct-2025 | ||
DreamCube: 3D Panorama Generation via Multi-plane Synchronization Proceeding/Conference:International Conference on Computer Vision (ICCV) (19/10/2025-23/10/2025, Honolulu, Hawai'i) | 23-Oct-2025 |
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 392