会员服务
Shrinkage to Infinity: Reducing Test Error by Inflating the Minimum Norm Interpolator in Linear Models
Arxiv
0+阅读 · 10月22日
Beyond Real Data: Synthetic Data through the Lens of Regularization
Arxiv
0+阅读 · 10月9日
Generalization of Gibbs and Langevin Monte Carlo Algorithms in the Interpolation Regime
Arxiv
0+阅读 · 10月7日
Mixture of Many Zero-Compute Experts: A High-Rate Quantization Theory Perspective
Arxiv
0+阅读 · 10月3日
High-Dimensional Analysis of Single-Layer Attention for Sparse-Token Classification
Arxiv
0+阅读 · 9月29日
Gaussian Universality for Diffusion Models
Arxiv
0+阅读 · 9月28日
The Relative Instability of Model Comparison with Cross-validation
Arxiv
0+阅读 · 8月6日
Correlation Improves Group Testing: Modeling Concentration-Dependent Test Errors
Arxiv
0+阅读 · 3月31日
Neural Network-Based Change Point Detection for Large-Scale Time-Evolving Data
Arxiv
0+阅读 · 3月12日
The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regret
Arxiv
0+阅读 · 3月4日
Non-vacuous Generalization Bounds for Deep Neural Networks without any modification to the trained models
Arxiv
0+阅读 · 3月10日
Concentration of Measure for Distributions Generated via Diffusion Models
Arxiv
0+阅读 · 2月25日
Re-examining Double Descent and Scaling Laws under Norm-based Capacity via Deterministic Equivalence
Arxiv
0+阅读 · 2月3日
Concentration of Measure for Distributions Generated via Diffusion Models
Arxiv
0+阅读 · 1月13日
Fixed and Random Covariance Regression Analyses
Arxiv
0+阅读 · 1月7日
参考链接
微信扫码咨询专知VIP会员
Top