Continuous Optimization

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 Coresets for Relational Data and The Applications NeurIPS 2022 Coresets for Wasserstein Distributionally Robust Optimization Problems NeurIPS 2022 Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs NeurIPS 2022 CurvingLoRa to Boost LoRa Network Throughput via Concurrent Transmission NSDI 2022 DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization NeurIPS 2022 Damped Online Newton Step for Portfolio Selection COLT 2022 Data-Driven Conditional Robust Optimization NeurIPS 2022 Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites AAAI 2022 Debiaser Beware: Pitfalls of Centering Regularized Transport Maps ICML 2022 Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity NeurIPS 2022 Decomposing Temporal High-Order Interactions via Latent ODEs ICML 2022 Deep Equilibrium Optical Flow Estimation CVPR 2022 Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion IJCAI 2022 Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022 DICP: Doppler Iterative Closest Point Algorithm RSS 2022 Differentiable Analog Quantum Computing for Optimization and Control NeurIPS 2022 Differentiable Stereopsis: Meshes From Multiple Views Using Differentiable Rendering CVPR 2022 Dimension-free convergence rates for gradient Langevin dynamics in RKHS COLT 2022 Distributed Distributionally Robust Optimization with Non-Convex Objectives NeurIPS 2022 Distributionally Robust Optimization via Ball Oracle Acceleration NeurIPS 2022