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Mathematics

6,356 papers (9 classified directly here)

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Papers (including subtopics)

Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features ICML 2024 Transolver: A Fast Transformer Solver for PDEs on General Geometries ICML 2024 Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy ICML 2024 UGC: Universal Graph Coarsening NeurIPS 2024 UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs ICML 2024 Uncertainty Quantification of MLE for Entity Ranking with Covariates JMLR 2024 Understanding Higher-Order Correlations Among Semantic Components in Embeddings EMNLP 2024 Unifying Decision and Function Queries in Stochastic Boolean Satisfiability AAAI 2024 Universal Exact Compression of Differentially Private Mechanisms NeurIPS 2024 Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression ICML 2024 Urdu Alternative Questions: A Hat Pattern Interspeech 2024 Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NeurIPS 2024 Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs NeurIPS 2024 Validating Climate Models with Spherical Convolutional Wasserstein Distance NeurIPS 2024 Variance estimation in compound decision theory under boundedness NeurIPS 2024 Variance estimation in graphs with the fused lasso JMLR 2024 Vector Quantile Regression on Manifolds AISTATS 2024 VOLIMET: A Parallel Corpus of Literal and Metaphorical Verb-Object Pairs for English–German and English–French NAACL 2024 Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds NeurIPS 2024 Weighted, Circular and Semi-Algebraic Proofs (Abstract Reprint) IJCAI 2024 Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes AAAI 2024 Welfare Loss in Connected Resource Allocation IJCAI 2024 What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis ICML 2024 When is a Language Process a Language Model? ACL 2024 When Is Inductive Inference Possible? NeurIPS 2024