Mathematics & Optimization

Distributed Bootstrap for Simultaneous Inference Under High Dimensionality JMLR 2022 Distributed Distributionally Robust Optimization with Non-Convex Objectives NeurIPS 2022 Distributed Learning of Conditional Quantiles in the Reproducing Kernel Hilbert Space NeurIPS 2022 Distributed Learning with Strategic Users: A Repeated Game Approach AAAI 2022 Distributed Online Convex Optimization with Compressed Communication NeurIPS 2022 Distributed Online Learning for Joint Regret with Communication Constraints ALT 2022 Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity NeurIPS 2022 Distributed Randomized Sketching Kernel Learning AAAI 2022 Distributed Stochastic Gradient Descent: Nonconvexity, Nonsmoothness, and Convergence to Local Minima JMLR 2022 Distributional Convergence of the Sliced Wasserstein Process NeurIPS 2022 Distributionally-Aware Kernelized Bandit Problems for Risk Aversion ICML 2022 Distributionally Robust Optimization via Ball Oracle Acceleration NeurIPS 2022 Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks AISTATS 2022 Distribution Regression with Sliced Wasserstein Kernels ICML 2022 Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes AISTATS 2022 Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022 Domain-Lifted Sampling for Universal Two-Variable Logic and Extensions AAAI 2022 Donar: Anonymous VoIP over Tor NSDI 2022 Don't Roll the Dice, Ask Twice: The Two-Query Distortion of Matching Problems and Beyond NeurIPS 2022 Do Residual Neural Networks discretize Neural Ordinary Differential Equations? NeurIPS 2022 Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information ICLR 2022 Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions NeurIPS 2022 DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems AAAI 2022 Dynamic Bandits with Temporal Structure IJCAI 2022 Dynamic Car Dispatching and Pricing: Revenue and Fairness for Ridesharing Platforms IJCAI 2022