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Bursty Tracing: A Framework for Low-Overhead Temporal Profiling

Bursty Tracing: A Framework for Low-Overhead Temporal Profiling

Importance Sampling for Minibatches

Importance Sampling for Minibatches

Separable Approximations and Decomposition Methods for the Augmented Lagrangian

Separable Approximations and Decomposition Methods for the Augmented Lagrangian

Sketching for M-Estimators: A Unified Approach to Robust Regression

Sketching for M-Estimators: A Unified Approach to Robust Regression

Efficient Mini-batch Training for Stochastic Optimization

Efficient Mini-batch Training for Stochastic Optimization

Fixing the Convergence Problems in Parallel Asynchronous Dual Coordinate Descent

Fixing the Convergence Problems in Parallel Asynchronous Dual Coordinate Descent

Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features

Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features

Doubly Stochastic Primal-Dual Coordinate Method for Empirical Risk Minimization and Bilinear Saddle-Point Problem

Doubly Stochastic Primal-Dual Coordinate Method for Empirical Risk Minimization and Bilinear Saddle-Point Problem

Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling

Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling

Rows vs. Columns: Randomized Kaczmarz or Gauss-Seidel for Ridge Regression

Columns: Randomized Kaczmarz or Gauss-Seidel for Ridge Regression

SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization

SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization

Stochastic Gradient Descent in Continuous Time

Stochastic Gradient Descent in Continuous Time

Stochastic Dual Coordinate Ascent with Alternating Direction Method of Multipliers

Stochastic Dual Coordinate Ascent with Alternating Direction Method of Multipliers

Linearly Convergent Randomized Iterative Methods for Computing the Pseudoinverse

Linearly Convergent Randomized Iterative Methods for Computing the Pseudoinverse

Randomized Dual Coordinate Ascent with Arbitrary Sampling

Randomized Dual Coordinate Ascent with Arbitrary Sampling

Living on the Edge: Rapid-Toggling Probes with Cross-Modification on x86

Living on the Edge: Rapid-Toggling Probes with Cross-Modification on

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