Mathematics & Optimization

A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract) AAAI 2022 A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk NeurIPS 2022 A Simple Decentralized Cross-Entropy Method NeurIPS 2022 A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022 A Simple yet Universal Strategy for Online Convex Optimization ICML 2022 A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization ICML 2022 A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences NeurIPS 2022 A Single-Timescale Method for Stochastic Bilevel Optimization AISTATS 2022 A speech enhancement method for long-range speech acquisition task Interspeech 2022 A Statistical Manifold Framework for Point Cloud Data ICML 2022 A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization NeurIPS 2022 A Stochastic Momentum Accelerated Quasi-Newton Method for Neural Networks (Student Abstract) AAAI 2022 A Stochastic Multi-Rate Control Framework For Modeling Distributed Optimization Algorithms ICML 2022 A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022 A Survey of Risk-Aware Multi-Armed Bandits IJCAI 2022 Asymptotically-Optimal Gaussian Bandits with Side Observations ICML 2022 Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches AISTATS 2022 Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms JMLR 2022 Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective NeurIPS 2022 Asymptotic Degradation of Linear Regression Estimates with Strategic Data Sources ALT 2022 Asymptotic Network Independence and Step-Size for a Distributed Subgradient Method JMLR 2022 Asymptotics of smoothed Wasserstein distances in the small noise regime NeurIPS 2022 Asymptotic Study of Stochastic Adaptive Algorithms in Non-convex Landscape JMLR 2022 ATD: Augmenting CP Tensor Decomposition by Self Supervision NeurIPS 2022 A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery Interspeech 2022