semidefinite program

Spectral Recovery of a Planted Triangle-Dense Subgraph COLT 2026 Online Learning of Quantum States with Logarithmic Loss via VB-FTRL ALT 2025 Learning Polynomial Problems with SL(2, R)-Equivariance ICLR 2024 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 Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory L4DC 2021 Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks ICML 2020 An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints NeurIPS 2019 Efficient Regularization Parameter Selection for Latent Variable Graphical Models via Bi-Level Optimization IJCAI 2019 Stochastic Frank-Wolfe for Composite Convex Minimization NeurIPS 2019 Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs ICML 2018 Labeled Graph Clustering via Projected Gradient Descent AISTATS 2018 Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees ICML 2018 Smoothed analysis of the low-rank approach for smooth semidefinite programs NeurIPS 2018 Time-Space Tradeoffs for Learning Finite Functions from Random Evaluations, with Applications to Polynomials COLT 2018 Dissipativity Theory for Nesterov’s Accelerated Method ICML 2017 Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NeurIPS 2016 Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NeurIPS 2015 Approximating Concavely Parameterized Optimization Problems NeurIPS 2012 CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem NeurIPS 2012 No-Regret Algorithms for Unconstrained Online Convex Optimization NeurIPS 2012 Approximating Semidefinite Programs in Sublinear Time NeurIPS 2011 Finite-Time Regional Verification of Stochastic Nonlinear Systems RSS 2011