Mathematics & Optimization

Template-Based Piecewise Affine Regression L4DC 2023 Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning CVPR 2023 Temporal Graph Benchmark for Machine Learning on Temporal Graphs NeurIPS 2023 Temporal Network Creation Games IJCAI 2023 Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data AISTATS 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 Behavior and Convergence of Local Bayesian Optimization NeurIPS 2023 The Brier Score under Administrative Censoring: Problems and a Solution JMLR 2023 The Computational Complexity of Concise Hypersphere Classification ICML 2023 The Computational Complexity of Finding Stationary Points in Non-Convex Optimization COLT 2023 The Computational Complexity of Single-Player Imperfect-Recall Games IJCAI 2023 The Distortion of Binomial Voting Defies Expectation NeurIPS 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 First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem IJCAI 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