Mathematics & Optimization

Handling Hard Affine SDP Shape Constraints in RKHSs JMLR 2022 Handling Slice Permutations Variability in Tensor Recovery AAAI 2022 HARA: A Hierarchical Approach for Robust Rotation Averaging CVPR 2022 Hardness and Algorithms for Robust and Sparse Optimization ICML 2022 Hardness of Maximum Likelihood Learning of DPPs COLT 2022 HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams IJCAI 2022 HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem IJCAI 2022 Hedonic Diversity Games: A Complexity Picture with More than Two Colors AAAI 2022 Hedonic Games with Fixed-Size Coalitions AAAI 2022 Hessian-Free High-Resolution Nesterov Acceleration For Sampling ICML 2022 Heterogeneous Facility Location with Limited Resources AAAI 2022 Hidden 1-Counter Markov Models and How to Learn Them IJCAI 2022 Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection MIDL 2022 Hierarchical Clustering in Graph Streams: Single-Pass Algorithms and Space Lower Bounds COLT 2022 Hierarchical Optimal Transport for Comparing Histopathology Datasets MIDL 2022 High-dimensional Additive Gaussian Processes under Monotonicity Constraints NeurIPS 2022 High-dimensional limit theorems for SGD: Effective dynamics and critical scaling NeurIPS 2022 High-Dimensional Projection Pursuit: Outer Bounds and Applications to Interpolation in Neural Networks COLT 2022 Highly-Efficient Incomplete Large-Scale Multi-View Clustering With Consensus Bipartite Graph CVPR 2022 High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize ICLR 2022 High-probability bounds for robust stochastic Frank-Wolfe algorithm UAI 2022 High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails ICML 2022 Hitting times for continuous-time imprecise-Markov chains UAI 2022 HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging CVPR 2022 HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks AAAI 2022