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Continuous Optimization

3,907 papers

Papers per year

6
38
155
367
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Papers

Preconditioning Kernel Matrices ICML 2016
A Superlinearly-Convergent Proximal Newton-type Method for the Optimization of Finite Sums ICML 2016
Computationally Efficient Nyström Approximation using Fast Transforms ICML 2016
Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis ICML 2016
Tensor Decomposition via Joint Matrix Schur Decomposition ICML 2016
Epigraph projections for fast general convex programming ICML 2016
Fast Algorithms for Segmented Regression ICML 2016
PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification ICML 2016
Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization INTERSPEECH 2016
ML Parameter Generation with a Reformulated MGE Training Criterion — Participation in the Voice Conversion Challenge 2016 INTERSPEECH 2016
Multi-Channel Linear Prediction Based on Binaural Coherence for Speech Dereverberation INTERSPEECH 2016
A Spectral Modulation Sensitivity Weighted Pre-Emphasis Filter for Active Noise Control System INTERSPEECH 2016
Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization INTERSPEECH 2016
Hybrid Accelerated Optimization for Speech Recognition INTERSPEECH 2016
A New Model for Acoustic Wave Propagation and Scattering in the Vocal Tract INTERSPEECH 2016
Extremal Mechanisms for Local Differential Privacy JMLR 2016
Iterative Hessian Sketch: Fast and Accurate Solution Approximation for Constrained Least-Squares JMLR 2016
Convergence of an Alternating Maximization Procedure JMLR 2016
Sparsity and Error Analysis of Empirical Feature-Based Regularization Schemes JMLR 2016
Rounding-based Moves for Semi-Metric Labeling JMLR 2016
Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices JMLR 2016
e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem JMLR 2016
Trend Filtering on Graphs JMLR 2016
Fused Lasso Approach in Regression Coefficients Clustering -- Learning Parameter Heterogeneity in Data Integration JMLR 2016