conftrace_

semidefinite program

15 papers

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Co-occurring keywords

convex optimization (1321) semidefinite programming (147) dissipativity theory (3) bi-level optimization (149) phase retrieval (57) lyapunov function (37) weight norm (5) sublinear algorithm (25) linear activation (3) stackelberg prediction game (2)

Papers

Validation of composite systems by discrepancy propagation UAI 2023
Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm COLT 2022
Fast Algorithms for Stackelberg Prediction Game with Least Squares Loss ICML 2021
Efficient Regularization Parameter Selection for Latent Variable Graphical Models via Bi-Level Optimization IJCAI 2019
Stochastic Frank-Wolfe for Composite Convex Minimization NIPS 2019
Time-Space Tradeoffs for Learning Finite Functions from Random Evaluations, with Applications to Polynomials COLT 2018
Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees ICML 2018
Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs ICML 2018
Smoothed analysis of the low-rank approach for smooth semidefinite programs NIPS 2018
Labeled Graph Clustering via Projected Gradient Descent AISTATS 2018
Dissipativity Theory for Nesterov’s Accelerated Method ICML 2017
No-Regret Algorithms for Unconstrained Online Convex Optimization NIPS 2012
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem NIPS 2012
Approximating Semidefinite Programs in Sublinear Time NIPS 2011
Finite-Time Regional Verification of Stochastic Nonlinear Systems RSS 2011