convex programming

A Convex Framework for Confounding Robust Inference JMLR 2026 Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport AAAI 2025 Safe learning in nonlinear model predictive control L4DC 2024 Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures NeurIPS 2023 Loss Balancing for Fair Supervised Learning ICML 2023 Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance ICML 2023 Local Correlation Clustering with Asymmetric Classification Errors ICML 2021 Convex Programming for Estimation in Nonlinear Recurrent Models JMLR 2020 Robust Market Equilibria with Uncertain Preferences AAAI 2020 A Semismooth Newton Method for Fast, Generic Convex Programming ICML 2017 Estimating Sparse Signals With Smooth Support via Convex Programming and Block Sparsity CVPR 2016 How to calculate partition functions using convex programming hierarchies: provable bounds for variational methods COLT 2016 Analysis of Robust PCA via Local Incoherence NeurIPS 2015 Correlation Clustering in Data Streams ICML 2015 Learning Graph Structure for Multi-Label Image Classification via Clique Generation CVPR 2015 Robust Camera Location Estimation by Convex Programming CVPR 2015 Fast Interpolation and Time-Optimization on Implicit Contact Submanifolds RSS 2013 Learning Heteroscedastic Models by Convex Programming under Group Sparsity ICML 2013 Optimization, Learning, and Games with Predictable Sequences NeurIPS 2013 Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization NeurIPS 2012 Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery NeurIPS 2012 Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming JMLR 2012 Recovery of Sparse Probability Measures via Convex Programming NeurIPS 2012 On the Convexity of Latent Social Network Inference NeurIPS 2010 A New View of Automatic Relevance Determination NeurIPS 2007