conftrace_

Optimization

14,850 papers (55 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

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Papers (including subtopics)

Convergence Rate in a Nonlinear Two-Time-Scale Stochastic Approximation with State (Time)-Dependence AAAI 2025 Convex Relaxation for Robust Vanishing Point Estimation in Manhattan World CVPR 2025 Cooperative or Competitive? Understanding the Interaction between Attention Heads From A Game Theory Perspective ACL 2025 Correlated Quantization for Faster Nonconvex Distributed Optimization UAI 2025 Correlation Clustering Beyond the Pivot Algorithm ICML 2025 Corrupted Learning Dynamics in Games COLT 2025 Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025 Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025 Covariance Selection over Networks AISTATS 2025 Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025 Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR Interspeech 2025 Cubic regularized subspace Newton for non-convex optimization AISTATS 2025 Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025 CUNSB-RFIE: Context-Aware Unpaired Neural Schrodinger Bridge in Retinal Fundus Image Enhancement WACV 2025 DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds CVPR 2025 Data-dependent Bounds with T-Optimal Best-of-Both-Worlds Guarantees in Multi-Armed Bandits using Stability-Penalty Matching COLT 2025 Data Dependent Regret Bounds for Online Portfolio Selection with Predicted Returns ALT 2025 Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects ICML 2025 Data-Driven Near-Optimal Control of Nonlinear Systems Over Finite Horizon L4DC 2025 Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator L4DC 2025 Data-Driven Performance Guarantees for Classical and Learned Optimizers JMLR 2025 Data-Driven Yet Formal Policy Synthesis for Stochastic Nonlinear Dynamical Systems L4DC 2025 Data Selection for ERMs COLT 2025 DCC: Differentiable Cardinality Constraints for Partial Index Tracking AAAI 2025 DCILP: A Distributed Approach for Large-Scale Causal Structure Learning AAAI 2025