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Continuous Optimization

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Non-Linear Temporal Subspace Representations for Activity Recognition CVPR 2018
SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion CVPR 2018
Fast Variance Reduction Method with Stochastic Batch Size ICML 2018
Riemannian Stochastic Recursive Gradient Algorithm ICML 2018
Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs ICML 2018
Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions ICML 2018
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data ICML 2018
Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach AISTATS 2018
An Optimization Framework for Recovery of Speech from Phase-Encoded Spectrograms INTERSPEECH 2018
Improving Sparse Representations in Exemplar-Based Voice Conversion with a Phoneme-Selective Objective Function INTERSPEECH 2018
Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization INTERSPEECH 2018
Improved Epoch Extraction from Telephonic Speech Using Chebfun and Zero Frequency Filtering INTERSPEECH 2018
A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming ICML 2018
Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding INTERSPEECH 2018
Speech Enhancement Using the Minimum-probability-of-error Criterion INTERSPEECH 2018
Clustering Algorithms for the Centralized and Local Models ALT 2018
Time-regularized Linear Prediction for Noise-robust Extraction of the Spectral Envelope of Speech INTERSPEECH 2018
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration ICML 2018
Planar Shape Detection at Structural Scales CVPR 2018
A Fast Resection-Intersection Method for the Known Rotation Problem CVPR 2018
Epoch Extraction from Pathological Children Speech Using Single Pole Filtering Approach INTERSPEECH 2018
Efficient Computation of Implicational Universals in Constraint-Based Phonology Through the Hyperplane Separation Theorem EMNLP 2018
Efficient coordinate-wise leading eigenvector computation ALT 2018
Coordinate Descent Faceoff: Primal or Dual? ALT 2018
Multi-Scale Weighted Nuclear Norm Image Restoration CVPR 2018