conftrace_

condition number

43 papers

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Co-occurring keywords

convex optimization (1321) linear convergence (158) gradient descent (1144) variance reduction (523) compressed sensing (201) stochastic gradient (296) stochastic optimization (1060) strongly convex (89) minimax optimization (186) stochastic gradient descent (1091)

Papers

Improved Algorithms for Convex-Concave Minimax Optimization NIPS 2020
Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization ICML 2020
Stability of Linear Structural Equation Models of Causal Inference UAI 2019
Towards closing the gap between the theory and practice of SVRG NIPS 2019
A Condition Number for Joint Optimization of Cycle-Consistent Networks NIPS 2019
A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent ICML 2019
Katalyst: Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number ICML 2019
Towards a Fault-Tolerant Speaker Verification System: A Regularization Approach to Reduce the Condition Number INTERSPEECH 2019
Width Provably Matters in Optimization for Deep Linear Neural Networks ICML 2019
Is Generator Conditioning Causally Related to GAN Performance? ICML 2018
Stochastic Spectral and Conjugate Descent Methods NIPS 2018
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition ICML 2017
On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit ICML 2017
On the Global Linear Convergence of Frank-Wolfe Optimization Variants NIPS 2015
Fast matrix completion without the condition number COLT 2014
Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs AISTATS 2014
Guaranteed Sparse Recovery under Linear Transformation ICML 2013
Linear Convergence with Condition Number Independent Access of Full Gradients NIPS 2013