Mathematics

Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics AAAI 2022 Finite-Sample Maximum Likelihood Estimation of Location NeurIPS 2022 First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces NeurIPS 2022 First Order Rewritability in Ontology-Mediated Querying in Horn Description Logics AAAI 2022 Fixation Maximization in the Positional Moran Process AAAI 2022 Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022 Fixing the Bethe approximation: How structural modifications in a graph improve belief propagation UAI 2022 Flexible Accuracy for Differential Privacy AISTATS 2022 Formula Synthesis in Propositional Dynamic Logic with Shuffle AAAI 2022 Free Probability for predicting the performance of feed-forward fully connected neural networks NeurIPS 2022 From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers ICML 2022 From Hyperbolic Geometry Back to Word Embeddings ACL 2022 From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization COLT 2022 FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting JMLR 2022 Fully-Connected Network on Noncompact Symmetric Space and Ridgelet Transform based on Helgason-Fourier Analysis ICML 2022 Functional Linear Regression with Mixed Predictors JMLR 2022 Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity AISTATS 2022 G$^2$CN: Graph Gaussian Convolution Networks with Concentrated Graph Filters ICML 2022 Gardner formula for Ising perceptron models at small densities COLT 2022 GAR: Generalized Autoregression for Multi-Fidelity Fusion NeurIPS 2022 Generalised Implicit Neural Representations NeurIPS 2022 Generalization Bounds for Data-Driven Numerical Linear Algebra COLT 2022 Generalized Kernel Thinning ICLR 2022 Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022 Generalized Stochastic Matching AAAI 2022