asymptotic analysis

On the Asymptotics of Self-Supervised Pre-training: Two-Stage M-Estimation and Representation Symmetry COLT 2026 Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure ICLR 2025 Asymptotic Analysis of Weighted Fair Division IJCAI 2025 Asymptotic Extinction in Large Coordination Games AAAI 2025 Asymptotic Fair Division: Chores Are Easier Than Goods IJCAI 2025 On the Asymptotic Optimality of Confidence Interval Based Algorithms for Fixed Confidence MABs AAAI 2025 Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives ICML 2025 A General Framework for the Analysis of Kernel-based Tests JMLR 2024 An Asymptotic Study of Discriminant and Vote-Averaging Schemes for Randomly-Projected Linear Discriminants JMLR 2024 Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers AISTATS 2024 Common Event Tethering to Improve Prediction of Rare Clinical Events UAI 2024 Generalization error of spectral algorithms ICLR 2024 Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods NeurIPS 2024 Near-Optimality of Contrastive Divergence Algorithms NeurIPS 2024 Non-splitting Neyman-Pearson Classifiers JMLR 2024 Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks NeurIPS 2024 Robust group and simultaneous inferences for high-dimensional single index model NeurIPS 2024 Asymptotic Bayes risk of semi-supervised multitask learning on Gaussian mixture AISTATS 2023 Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression NeurIPS 2023 Asymptotics of Network Embeddings Learned via Subsampling JMLR 2023 Federated Asymptotics: a model to compare federated learning algorithms AISTATS 2023 Precise Asymptotic Analysis of Deep Random Feature Models COLT 2023 Precise asymptotic generalization for multiclass classification with overparameterized linear models NeurIPS 2023 Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves AISTATS 2023 Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation ICML 2023