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Optimization

1,207 papers

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Papers

On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022
A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows AISTATS 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion AISTATS 2022
On the Convergence Rate of Off-Policy Policy Optimization Methods with Density-Ratio Correction AISTATS 2022
Super-Acceleration with Cyclical Step-sizes AISTATS 2022
Minimax Optimization: The Case of Convex-Submodular AISTATS 2022
Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums AISTATS 2022
Lifted Primal-Dual Method for Bilinearly Coupled Smooth Minimax Optimization AISTATS 2022
Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity AISTATS 2022
An Alternate Policy Gradient Estimator for Softmax Policies AISTATS 2022
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization AISTATS 2022
Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022
Stochastic Extragradient: General Analysis and Improved Rates AISTATS 2022
A Dimensionality Reduction Method for Finding Least Favorable Priors with a Focus on Bregman Divergence AISTATS 2022
Second-Order Sensitivity Analysis for Bilevel Optimization AISTATS 2022
Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning AISTATS 2022
On a Connection Between Fast and Sparse Oblivious Subspace Embeddings AISTATS 2022
Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks AISTATS 2022
Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America COLING 2022
Robust Sparse Mean Estimation via Sum of Squares COLT 2022
The Flag Median and FlagIRLS CVPR 2022
Image Based Reconstruction of Liquids From 2D Surface Detections CVPR 2022
The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions CVPR 2022
Multimodal Colored Point Cloud to Image Alignment CVPR 2022
HARA: A Hierarchical Approach for Robust Rotation Averaging CVPR 2022