conftrace_

convex programming

24 papers

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Co-occurring keywords

convex optimization (1321) correlation clustering (52) approximation algorithm (630) sparse optimization (246) sparsity (5) sparse signal recovery (24) sparse recovery (113) parallel rigidity (1) outlier direction (1) camera location estimation (1)

Papers

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