Mathematics

Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024 Deep Learning for Computing Convergence Rates of Markov Chains NeurIPS 2024 Dense Associative Memory Through the Lens of Random Features NeurIPS 2024 Detection of $L_∞$ Geometry in Random Geometric Graphs: Suboptimality of Triangles and Cluster Expansion COLT 2024 Diachronic change in verb usage statistics predicts differences in sentence processing across the lifespan ACL 2024 Diffeomorphic interpolation for efficient persistence-based topological optimization NeurIPS 2024 Differentiability and Optimization of Multiparameter Persistent Homology ICML 2024 Differentiable Information Bottleneck for Deterministic Multi-view Clustering CVPR 2024 Differentially Private Decentralized Learning with Random Walks ICML 2024 Differentially private exact recovery for stochastic block models ICML 2024 Differentially Private Graph Diffusion with Applications in Personalized PageRanks NeurIPS 2024 Differentially Private Set Representations NeurIPS 2024 Differentially Private Topological Data Analysis JMLR 2024 Differentially Private Worst-group Risk Minimization ICML 2024 DiffRed: Dimensionality reduction guided by stable rank AISTATS 2024 Dimension-free Private Mean Estimation for Anisotropic Distributions NeurIPS 2024 Dimension-free Structured Covariance Estimation COLT 2024 Disjoint Partial Enumeration without Blocking Clauses AAAI 2024 Dissimilarity Bandits AISTATS 2024 Distances for Markov Chains, and Their Differentiation ALT 2024 Distributed Least Squares in Small Space via Sketching and Bias Reduction NeurIPS 2024 Distributed Manifold Hashing for Image Set Classification and Retrieval AAAI 2024 Distributional Properties of Subword Regularization EMNLP 2024 Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NeurIPS 2024 Distribution Learning via Neural Differential Equations: A Nonparametric Statistical Perspective JMLR 2024