Mathematics

ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs NeurIPS 2022 Communication-efficient distributed eigenspace estimation with arbitrary node failures NeurIPS 2022 Community detection in sparse latent space models JMLR 2022 Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022 Compressive Single-Photon 3D Cameras CVPR 2022 Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study AAAI 2022 Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022 Conformal Frequency Estimation with Sketched Data NeurIPS 2022 Conformalized Fairness via Quantile Regression NeurIPS 2022 Construction Repetition Reduces Information Rate in Dialogue AACL 2022 Continuously Tempered PDMP samplers NeurIPS 2022 Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks AISTATS 2022 Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract) AAAI 2022 Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering ICML 2022 Convergence Guarantees for the Good-Turing Estimator JMLR 2022 Convergence Rates for Gaussian Mixtures of Experts JMLR 2022 Correlation Clustering via Strong Triadic Closure Labeling: Fast Approximation Algorithms and Practical Lower Bounds ICML 2022 Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs NeurIPS 2022 Cycle Consistent Probability Divergences Across Different Spaces AISTATS 2022 DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization NeurIPS 2022 Data-Derived Weak Universal Consistency JMLR 2022 Data-Driven Chance Constrained Control using Kernel Distribution Embeddings L4DC 2022 DEANN: Speeding up Kernel-Density Estimation using Approximate Nearest Neighbor Search AISTATS 2022 Decomposition Methods for Solving Scheduling Problem Using Answer Set Programming IJCAI 2022 DeepCurrents: Learning Implicit Representations of Shapes With Boundaries CVPR 2022