Mathematics & Optimization

Weighted Gaussian Process Bandits for Non-stationary Environments AISTATS 2022 Weighted Model Counting in FO2 with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula AAAI 2022 Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited NeurIPS 2022 Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy ICML 2022 When Are Linear Stochastic Bandits Attackable? ICML 2022 When Can the Defender Effectively Deceive Attackers in Security Games? AAAI 2022 When Combinatorial Thompson Sampling meets Approximation Regret NeurIPS 2022 When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint JMLR 2022 Will Bilevel Optimizers Benefit from Loops NeurIPS 2022 Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport NAACL 2022 Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem NAACL 2022 Worst-Case Voting When the Stakes Are High AAAI 2022 Yeti: Stateless and Generalized Multicast Forwarding NSDI 2022 You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks PGM 2022 ZARTS: On Zero-order Optimization for Neural Architecture Search NeurIPS 2022 Zero-Sum Stochastic Stackelberg Games NeurIPS 2022 Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity NeurIPS 2022 Zeroth-Order Methods for Convex-Concave Min-max Problems: Applications to Decision-Dependent Risk Minimization AISTATS 2022 Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients NeurIPS 2022 Zeroth-Order Optimization for Composite Problems with Functional Constraints AAAI 2022 Zonotope Domains for Lagrangian Neural Network Verification NeurIPS 2022 LeadCache: Regret-Optimal Caching in Networks NeurIPS 2021 3DeepCT: Learning Volumetric Scattering Tomography of Clouds ICCV 2021 3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021 4D Cloud Scattering Tomography ICCV 2021