Mathematics

Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials NeurIPS 2023 Synchronization and Diversity of Solutions AAAI 2023 SYNC: SAFETY-AWARE NEURAL CONTROL FOR STABILIZING STOCHASTIC DELAY-DIFFERENTIAL EQUATIONS ICLR 2023 Syntax and Geometry of Information ACL 2023 Taming graph kernels with random features ICML 2023 Targeting Minimal Rare Itemsets from Transaction Databases IJCAI 2023 Temporal Graph Benchmark for Machine Learning on Temporal Graphs NeurIPS 2023 Temporal Network Creation Games IJCAI 2023 Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams. ICLR 2023 Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness AAAI 2023 Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems ICML 2023 Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis ICML 2023 Testing Tail Weight of a Distribution Via Hazard Rate ALT 2023 The k-Cap Process on Geometric Random Graphs COLT 2023 The Brier Score under Administrative Censoring: Problems and a Solution JMLR 2023 The d-Separation Criterion in Categorical Probability JMLR 2023 The Exact Sample Complexity Gain from Invariances for Kernel Regression NeurIPS 2023 The Expressive Power of Ad-Hoc Constraints for Modelling CSPs AAAI 2023 The Fast Johnson-Lindenstrauss Transform Is Even Faster ICML 2023 The Geometry of Neural Nets' Parameter Spaces Under Reparametrization NeurIPS 2023 The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models NeurIPS 2023 The Hyperspherical Geometry of Community Detection: Modularity as a Distance JMLR 2023 The Influence of Dimensions on the Complexity of Computing Decision Trees AAAI 2023 The Lauritzen-Chen Likelihood For Graphical Models AISTATS 2023 Theoretical and Numerical Analysis of 3D Reconstruction Using Point and Line Incidences ICCV 2023