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Continuous Optimization

3907 directly classified papers

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Papers

Additive Nonlinear Quantile Regression in Ultra-high Dimension JMLR 2022
Optimality and Stability in Non-Convex Smooth Games JMLR 2022
Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting JMLR 2022
MemLiner: Lining up Tracing and Application for a Far-Memory-Friendly Runtime OSDI 2022
Exploitability Minimization in Games and Beyond NIPS 2022
Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats NIPS 2022
CurvingLoRa to Boost LoRa Network Throughput via Concurrent Transmission NSDI 2022
Differentiable Analog Quantum Computing for Optimization and Control NIPS 2022
Dynamic Tensor Product Regression NIPS 2022
Scale-invariant Learning by Physics Inversion NIPS 2022
Cocktail: A Multidimensional Optimization for Model Serving in Cloud NSDI 2022
ARCS: Accurate Rotation and Correspondence Search CVPR 2022
Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources NIPS 2022
Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors ICML 2022
Coresets for Relational Data and The Applications NIPS 2022
Fused Orthogonal Alternating Least Squares for Tensor Clustering NIPS 2022
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps ICML 2022
Distributed Distributionally Robust Optimization with Non-Convex Objectives NIPS 2022
Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022
Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters ICML 2022
GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision CVPR 2022
Deep Equilibrium Optical Flow Estimation CVPR 2022
RAMA: A Rapid Multicut Algorithm on GPU CVPR 2022
Multi-View Mesh Reconstruction With Neural Deferred Shading CVPR 2022
Partially Does It: Towards Scene-Level FG-SBIR With Partial Input CVPR 2022