Mathematics

Exact Inference in High-order Structured Prediction ICML 2023 Exact recovery and Bregman hard clustering of node-attributed Stochastic Block Model NeurIPS 2023 Expanding the Hyperbolic Kernels: A Curvature-aware Isometric Embedding View IJCAI 2023 Expectation-Complete Graph Representations with Homomorphisms ICML 2023 Experimental Designs for Heteroskedastic Variance NeurIPS 2023 Explaining Predictive Uncertainty with Information Theoretic Shapley Values NeurIPS 2023 Exploring Data Geometry for Continual Learning CVPR 2023 Exploring Graph Theory Methods For the Analysis of Pronunciation Variation in Spontaneous Speech Interspeech 2023 Exploring Structural Similarity in Fitness Landscapes via Graph Data Mining: A Case Study on Number Partitioning Problems IJCAI 2023 Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels AAAI 2023 Factorization of the Partial Covariance in Singly-Connected Path Diagrams CLeaR 2023 Factorized Fourier Neural Operators ICLR 2023 Fast (1+ε)-Approximation Algorithms for Binary Matrix Factorization ICML 2023 Fast Algorithms for a New Relaxation of Optimal Transport COLT 2023 Fast Algorithms for SAT with Bounded Occurrences of Variables IJCAI 2023 FastAMI – a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics AAAI 2023 Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions NeurIPS 2023 Fast Converging Anytime Model Counting AAAI 2023 Faster approximate subgraph counts with privacy NeurIPS 2023 Faster Relative Entropy Coding with Greedy Rejection Coding NeurIPS 2023 Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition NeurIPS 2023 Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics NeurIPS 2023 Fast Private Kernel Density Estimation via Locality Sensitive Quantization ICML 2023 Fast Projected Newton-like Method for Precision Matrix Estimation under Total Positivity NeurIPS 2023 Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions COLT 2023