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Optimization

1203 directly classified papers

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Papers

The Sample Complexity of Level Set Approximation AISTATS 2021
CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021
Instance Specific Approximations for Submodular Maximization ICML 2021
Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization ICML 2021
Oblivious Sketching-based Central Path Method for Linear Programming ICML 2021
(Just) A Spoonful of Refinements Helps the Registration Error Go Down ICCV 2021
Rotation Averaging in a Split Second: A Primal-Dual Method and a Closed-Form for Cycle Graphs ICCV 2021
Personalized Extractive Summarization Using an Ising Machine Towards Real-time Generation of Efficient and Coherent Dialogue Scenarios EMNLP 2021
A Robust Loss for Point Cloud Registration ICCV 2021
Diffusion Network Inference from Partial Observations AAAI 2021
PID Accelerated Value Iteration Algorithm ICML 2021
Dimensionality Reduction for the Sum-of-Distances Metric ICML 2021
An Integer Linear Programming Framework for Mining Constraints from Data ICML 2021
Sifting through the noise: Universal first-order methods for stochastic variational inequalities NIPS 2021
Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021
Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation INTERSPEECH 2021
Noise Robust Pitch Stylization Using Minimum Mean Absolute Error Criterion INTERSPEECH 2021
Sound Source Localization with Majorization Minimization INTERSPEECH 2021
Robust error bounds for quantised and pruned neural networks L4DC 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization AAAI 2021
On Uninformative Optimal Policies in Adaptive LQR with Unknown B-Matrix L4DC 2021
Provably Faster Algorithms for Bilevel Optimization NIPS 2021
Modified Frank Wolfe in Probability Space NIPS 2021
Risk Bounds and Calibration for a Smart Predict-then-Optimize Method NIPS 2021
Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model NIPS 2021