| Publication | Date of Publication | Type |
|---|
| A unified stochastic approximation framework for learning in games | 2024-02-21 | Paper |
| Advancing the lower bounds: An accelerated, stochastic, second-order method with optimal adaptation to inexactness | 2023-09-04 | Paper |
| Min-Max Optimization Made Simple: Approximating the Proximal Point Method via Contraction Maps | 2023-01-10 | Paper |
| On the Convergence of Stochastic Primal-Dual Hybrid Gradient | 2022-06-17 | Paper |
| A Newton Frank-Wolfe method for constrained self-concordant minimization | 2022-05-25 | Paper |
| An Optimal-Storage Approach to Semidefinite Programming Using Approximate Complementarity | 2021-11-05 | Paper |
| Forward-reflected-backward method with variance reduction | 2021-09-29 | Paper |
| Kernel conjugate gradient methods with random projections | 2021-09-03 | Paper |
| Scalable Semidefinite Programming | 2021-07-06 | Paper |
| A reflected forward-backward splitting method for monotone inclusions involving Lipschitzian operators | 2021-05-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5148925 | 2021-02-05 | Paper |
| An adaptive primal-dual framework for nonsmooth convex minimization | 2021-01-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4969055 | 2020-10-05 | Paper |
| A Single-Phase, Proximal Path-Following Framework | 2020-03-12 | Paper |
| Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces | 2020-02-28 | Paper |
| Streaming Low-Rank Matrix Approximation with an Application to Scientific Simulation | 2019-08-28 | Paper |
| On the linear convergence of the stochastic gradient method with constant step-size | 2019-07-10 | Paper |
| An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints | 2019-06-26 | Paper |
| Model-based Sketching and Recovery with Expanders | 2019-06-20 | Paper |
| Convergence of the exponentiated gradient method with Armijo line search | 2019-06-07 | Paper |
| Smoothing alternating direction methods for fully nonsmooth constrained convex optimization | 2019-05-21 | Paper |
| Stochastic forward Douglas-Rachford splitting method for monotone inclusions | 2019-05-21 | Paper |
| Inertial Three-Operator Splitting Method and Applications | 2019-04-29 | Paper |
| A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization | 2019-02-12 | Paper |
| Adaptive-Rate Reconstruction of Time-Varying Signals With Application in Compressive Foreground Extraction | 2019-02-08 | Paper |
| Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization | 2019-02-07 | Paper |
| Dimension-free Information Concentration via Exp-Concavity | 2019-02-06 | Paper |
| Almost surely constrained convex optimization | 2019-01-31 | Paper |
| A Conditional Gradient-Based Augmented Lagrangian Framework | 2019-01-13 | Paper |
| Kernel Conjugate Gradient Methods with Random Projections | 2018-11-05 | Paper |
| Bilinear Generalized Approximate Message Passing—Part I: Derivation | 2018-08-22 | Paper |
| Bilinear Generalized Approximate Message Passing—Part II: Applications | 2018-08-22 | Paper |
| Phase Transitions in Group Testing | 2018-07-16 | Paper |
| Vehicle Speed Estimation Using Acoustic Wave Patterns | 2018-07-09 | Paper |
| Acoustic Multitarget Tracking Using Direction-of-Arrival Batches | 2018-06-12 | Paper |
| A General Convergence Result for Mirror Descent with Armijo Line Search | 2018-05-30 | Paper |
| A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming | 2018-04-23 | Paper |
| Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces | 2018-03-12 | Paper |
| Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms | 2018-01-22 | Paper |
| A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Convex Minimization | 2018-01-17 | Paper |
| Practical Sketching Algorithms for Low-Rank Matrix Approximation | 2017-12-20 | Paper |
| Near-Optimal Noisy Group Testing via Separate Decoding of Items | 2017-10-24 | Paper |
| General direction-of-arrival tracking with acoustic nodes | 2017-09-20 | Paper |
| Composite Convex Minimization Involving Self-concordant-Like Cost Functions | 2017-09-12 | Paper |
| An adaptive sublinear-time block sparse fourier transform | 2017-08-17 | Paper |
| Model-Based Compressive Sensing | 2017-07-27 | Paper |
| Smoothing technique for nonsmooth composite minimization with linear operator | 2017-06-19 | Paper |
| Compressible Distributions for High-Dimensional Statistics | 2017-06-08 | Paper |
| A General Convergence Result for the Exponentiated Gradient Method | 2017-05-26 | Paper |
| Limits on Support Recovery With Probabilistic Models: An Information-Theoretic Framework | 2017-05-02 | Paper |
| Fixed Points of Generalized Approximate Message Passing With Arbitrary Matrices | 2017-04-28 | Paper |
| Group-Sparse Model Selection: Hardness and Relaxations | 2017-04-28 | Paper |
| Stochastic Three-Composite Convex Minimization | 2017-01-31 | Paper |
| Structured Sparsity: Discrete and Convex Approaches | 2016-01-08 | Paper |
| Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements | 2015-11-25 | Paper |
| What's the frequency, Kenneth?: sublinear Fourier sampling off the grid | 2015-10-19 | Paper |
| Composite Self-Concordant Minimization | 2015-08-17 | Paper |
| A Geometric View on Constrained M-Estimators | 2015-06-26 | Paper |
| An Inexact Proximal Path-Following Algorithm for Constrained Convex Minimization | 2015-04-08 | Paper |
| A Universal Primal-Dual Convex Optimization Framework | 2015-02-10 | Paper |
| Sparsistency of $\ell_1$-Regularized $M$-Estimators | 2014-10-28 | Paper |
| Learning non-parametric basis independent models from point queries via low-rank methods | 2014-09-11 | Paper |
| Matrix recipes for hard thresholding methods | 2014-07-11 | Paper |
| What’s the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid | 2012-11-02 | Paper |
| Low computation and low latency algorithms for distributed sensor network initialization | 2007-08-17 | Paper |
