Mathematics

Weitzman's Rule for Pandora's Box with Correlations NeurIPS 2023 When can Regression-Adjusted Control Variate Help? Rare Events, Sobolev Embedding and Minimax Optimality NeurIPS 2023 Why Rumors Spread Fast in Social Networks, and How to Stop It IJCAI 2023 “World Knowledge” in Multiple Choice Reading Comprehension EACL 2023 ℓ_∞-Bounds of the MLE in the BTL Model under General Comparison Graphs UAI 2022 k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension NeurIPS 2022 Abstract Argumentation Frameworks with Marginal Probabilities IJCAI 2022 A Completely Tuning-Free and Robust Approach to Sparse Precision Matrix Estimation ICML 2022 A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022 Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals AISTATS 2022 Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets AISTATS 2022 A Differentially Private Linear-Time fPTAS for the Minimum Enclosing Ball Problem NeurIPS 2022 A Fast Local Search Algorithm for the Latin Square Completion Problem AAAI 2022 A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data NeurIPS 2022 A Fourier Approach to Mixture Learning NeurIPS 2022 A Functional Information Perspective on Model Interpretation ICML 2022 A generalization of the randomized singular value decomposition ICLR 2022 A Hierarchical Transitive-Aligned Graph Kernel for Un-attributed Graphs ICML 2022 A Hybrid Evolutionary Algorithm for the Diversified Top-k Weight Clique Search Problem (Student Abstract) AAAI 2022 A Hybrid Quantum-Classical Algorithm for Robust Fitting CVPR 2022 A Kernel Two-Sample Test for Functional Data JMLR 2022 Algorithms for the Communication of Samples ICML 2022 A Little Charity Guarantees Fair Connected Graph Partitioning AAAI 2022 Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev COLT 2022 Analyzing Wrap-Up Effects through an Information-Theoretic Lens ACL 2022