Mathematics & Optimization

Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems ICML 2022 Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks AISTATS 2022 Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract) AAAI 2022 Convergence Analysis of Linear Coupling with Inexact Proximal Operator UAI 2022 Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering ICML 2022 Convergence Guarantees for the Good-Turing Estimator JMLR 2022 Convergence of Langevin Monte Carlo in Chi-Squared and Rényi Divergence AISTATS 2022 Convergence of online k-means AISTATS 2022 Convergence Rates for Gaussian Mixtures of Experts JMLR 2022 Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems L4DC 2022 Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers AISTATS 2022 Convex Analysis of the Mean Field Langevin Dynamics AISTATS 2022 Convexity Certificates from Hessians NeurIPS 2022 Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training AAAI 2022 Coordinate Linear Variance Reduction for Generalized Linear Programming NeurIPS 2022 Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games AAAI 2022 Coresets for Data Discretization and Sine Wave Fitting AISTATS 2022 Coresets for Relational Data and The Applications NeurIPS 2022 Coresets for Wasserstein Distributionally Robust Optimization Problems NeurIPS 2022 Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits COLT 2022 Correlated Quantization for Distributed Mean Estimation and Optimization ICML 2022 Correlation-Based Algorithm for Team-Maxmin Equilibrium in Multiplayer Extensive-Form Games IJCAI 2022 Correlation Clustering via Strong Triadic Closure Labeling: Fast Approximation Algorithms and Practical Lower Bounds ICML 2022 Corruption-Robust Contextual Search through Density Updates COLT 2022 CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022