Mathematics & Optimization

Non-Convex Optimization with Certificates and Fast Rates Through Kernel Sums of Squares COLT 2022 Non-Euclidean Self-Organizing Maps IJCAI 2022 Non-Gaussian Component Analysis via Lattice Basis Reduction COLT 2022 Non-Gaussian Tensor Programs NeurIPS 2022 Non-Iterative Recovery From Nonlinear Observations Using Generative Models CVPR 2022 Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem NeurIPS 2022 Nonnegative Tensor Completion via Integer Optimization NeurIPS 2022 Non-parametric inference of relational dependence UAI 2022 Nonparametric Involutive Markov Chain Monte Carlo ICML 2022 Nonparametric Neighborhood Selection in Graphical Models JMLR 2022 Non-Probability Sampling Network for Stochastic Human Trajectory Prediction CVPR 2022 Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret NeurIPS 2022 Non-stationary Bandits with Knapsacks NeurIPS 2022 Nonstationary Dual Averaging and Online Fair Allocation NeurIPS 2022 Non-stationary Online Learning with Memory and Non-stochastic Control AISTATS 2022 Nonstochastic Bandits and Experts with Arm-Dependent Delays AISTATS 2022 Nonstochastic Bandits with Composite Anonymous Feedback JMLR 2022 No-regret learning in games with noisy feedback: Faster rates and adaptivity via learning rate separation NeurIPS 2022 No-Regret Learning in Partially-Informed Auctions ICML 2022 Norm-Agnostic Linear Bandits AISTATS 2022 Novel Min-Max Reformulations of Linear Inverse Problems JMLR 2022 No Weighted-Regret Learning in Adversarial Bandits with Delays JMLR 2022 NSNet: A General Neural Probabilistic Framework for Satisfiability Problems NeurIPS 2022 NTF of Spectral and Spatial Features for Tracking and Separation of Moving Sound Sources in Spherical Harmonic Domain Interspeech 2022 NukCP: An Improved Local Search Algorithm for Maximum k-Club Problem AAAI 2022