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Continuous Optimization

3907 directly classified papers

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Papers

On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models JMLR 2024
Almost Sure Convergence Rates Analysis and Saddle Avoidance of Stochastic Gradient Methods JMLR 2024
Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints JMLR 2024
skscope: Fast Sparsity-Constrained Optimization in Python JMLR 2024
QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction CVPR 2024
Dynamic Conditional Optimal Transport through Simulation-Free Flows NIPS 2024
Optimized Speculative Sampling for GPU Hardware Accelerators EMNLP 2024
An Effective Augmented Lagrangian Method for Fine-Grained Multi-View Optimization AAAI 2024
The Non-Overlapping Statistical Approximation to Overlapping Group Lasso JMLR 2024
John Ellipsoids via Lazy Updates NIPS 2024
Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-Training via Differentiable Rendering of Line Segments CVPR 2024
Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NIPS 2024
CLOAF: CoLlisiOn-Aware Human Flow CVPR 2024
Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024
Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024
Decision-Focused Learning with Directional Gradients NIPS 2024
OmniSDF: Scene Reconstruction using Omnidirectional Signed Distance Functions and Adaptive Binoctrees CVPR 2024
Consistent Multiclass Algorithms for Complex Metrics and Constraints JMLR 2024
Global Latent Neural Rendering CVPR 2024
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms NIPS 2024
Recursively feasible shrinking-horizon MPC in dynamic environments with conformal prediction guarantees L4DC 2024
Implicit Graph Search for Planning on Graphs of Convex Sets RSS 2024
OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation NIPS 2024
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices NIPS 2024
Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport NIPS 2024