Continuous Optimization

Pursuit of the Cluster Structure of Network Lasso: Recovery Condition and Non-convex Extension JMLR 2024 QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction CVPR 2024 Quantitative Convergences of Lie Group Momentum Optimizers NeurIPS 2024 Quantum algorithm for large-scale market equilibrium computation NeurIPS 2024 Quantum Algorithm for Online Exp-concave Optimization ICML 2024 Quantum Algorithms for Non-smooth Non-convex Optimization NeurIPS 2024 Quantum Deep Equilibrium Models NeurIPS 2024 Quantum Theory and Application of Contextual Optimal Transport ICML 2024 Quasi-Monte Carlo Features for Kernel Approximation ICML 2024 R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction NeurIPS 2024 RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks NeurIPS 2024 Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency ICML 2024 Random features approximation for control-affine systems L4DC 2024 Random matrix theory improved Fréchet mean of symmetric positive definite matrices ICML 2024 Random Scaling and Momentum for Non-smooth Non-convex Optimization ICML 2024 Real-World Networks Are Low-Dimensional: Theoretical and Practical Assessment IJCAI 2024 Recursively feasible shrinking-horizon MPC in dynamic environments with conformal prediction guarantees L4DC 2024 Reducing Balancing Error for Causal Inference via Optimal Transport ICML 2024 Refining rtMRI Landmark-Based Vocal Tract Contour Labels with FCN-Based Smoothing and Point-to-Curve Projection COLING 2024 Reinforcement learning-driven parametric curve fitting for snake robot gait design L4DC 2024 Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration via Shift Reduction Lemmas ICML 2024 Replicable Learning of Large-Margin Halfspaces ICML 2024 ResPilot: Teleoperated Finger Gaiting via Gaussian Process Residual Learning CoRL 2024 Restricted Isometry Property of Rank-One Measurements with Random Unit-Modulus Vectors AISTATS 2024 Rethinking Human Motion Prediction with Symplectic Integral CVPR 2024