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convex optimization

1,445 papers

CO

Papers

Accelerating Proximal Gradient Descent via Silver Stepsizes COLT 2025 Adaptive backtracking line search ICLR 2025 Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts ICCV 2025 Adaptive Extragradient Methods for Root-finding Problems under Relaxed Assumptions AISTATS 2025 Anytime Acceleration of Gradient Descent COLT 2025 Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes AAAI 2025 Approximating Metric Magnitude of Point Sets AAAI 2025 Asynchronous Decentralized Optimization with Constraints: Achievable Speeds of Convergence for Directed Graphs AISTATS 2025 A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning JMLR 2025 Bagged Regularized k-Distances for Anomaly Detection JMLR 2025 Best Linear Unbiased Estimate from Privatized Contingency Tables JMLR 2025 Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization AISTATS 2025 Building Rome with Convex Optimization RSS 2025 Convergence of Distributed Adaptive Optimization with Local Updates ICLR 2025 Convex Formulations for Training Two-Layer ReLU Neural Networks ICLR 2025 Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025 Decentralized Asynchronous Optimization with DADAO allows Decoupling and Acceleration JMLR 2025 Decentralized Optimization with Coupled Constraints ICLR 2025 Decomposition Polyhedra of Piecewise Linear Functions ICLR 2025 Descent with Misaligned Gradients and Applications to Hidden Convexity ICLR 2025 De-singularity Subgradient for the q-th-Powered lₚ-Norm Weber Location Problem AAAI 2025 Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates AAAI 2025 Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls UAI 2025 Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism ICLR 2025 Dueling Convex Optimization with General Preferences ICML 2025