Optimization

Curvature and complexity: Better lower bounds for geodesically convex optimization COLT 2023 Curvature-Aware Training for Coordinate Networks ICCV 2023 Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models NeurIPS 2023 Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization ICML 2023 DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization ICML 2023 DAG Learning on the Permutahedron ICLR 2023 Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement ICCV 2023 DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering CVPR 2023 DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023 DASHA: Distributed Nonconvex Optimization with Communication Compression and Optimal Oracle Complexity ICLR 2023 Data Augmented Flatness-aware Gradient Projection for Continual Learning ICCV 2023 Data Consistent Deep Rigid MRI Motion Correction MIDL 2023 DataDAM: Efficient Dataset Distillation with Attention Matching ICCV 2023 Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances NeurIPS 2023 Data Market Design through Deep Learning NeurIPS 2023 Dataset Condensation With Distribution Matching WACV 2023 Dataset Distillation with Convexified Implicit Gradients ICML 2023 Dataset Pruning: Reducing Training Data by Examining Generalization Influence ICLR 2023 Dataset Quantization ICCV 2023 Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations NeurIPS 2023 D-CIPHER: Discovery of Closed-form Partial Differential Equations NeurIPS 2023 Dealing With Cross-Task Class Discrimination in Online Continual Learning CVPR 2023 Dealing with Unknown Variances in Best-Arm Identification ALT 2023 Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models NeurIPS 2023 Debiasing Conditional Stochastic Optimization NeurIPS 2023