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Optimization

1184 directly classified papers

Papers per year

Papers

Low Resource Quadratic Forms for Knowledge Graph Embeddings EMNLP 2021
Neural Architecture Search With Random Labels CVPR 2021
Necessary and Sufficient Conditions for Avoiding Reopenings in Best First Suboptimal Search with General Bounding Functions AAAI 2021
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios NIPS 2021
An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020
Improved Subsampled Randomized Hadamard Transform for Linear SVM AAAI 2020
Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio AAAI 2020
Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework AAAI 2020
Exact and Efficient Inference for Collective Flow Diffusion Model via Minimum Convex Cost Flow Algorithm AAAI 2020
Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection AAAI 2020
Learning Optimal Decision Trees Using Caching Branch-and-Bound Search AAAI 2020
Distributed Stochastic Gradient Descent with Event-Triggered Communication AAAI 2020
EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices UAI 2020
Semi-bandit Optimization in the Dispersed Setting UAI 2020
A Practical Riemannian Algorithm for Computing Dominant Generalized Eigenspace UAI 2020
Learning Combinatorial Solver for Graph Matching CVPR 2020
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values ICML 2020
Minimizing Discrete Total Curvature for Image Processing CVPR 2020
Cogradient Descent for Bilinear Optimization CVPR 2020
Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization AAAI 2020
Image denoising via K-SVD with primal-dual active set algorithm WACV 2020
An Objective for Hierarchical Clustering in Euclidean Space and Its Connection to Bisecting K-means AAAI 2020
Robust estimation of local affine maps and its applications to image matching WACV 2020
Depth Completion via Deep Basis Fitting WACV 2020
Themis: Fair and Efficient GPU Cluster Scheduling NSDI 2020