conftrace_

Mathematics & Optimization

19,283 papers (0 classified directly here)

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

Optimization (14,850) Mathematics (6,356) Probability (617) Statistics (361) Discrete Mathematics (23)

Papers per year

1

2

8

13

8

24

100

100

125

139

182

227

311

530

574

599

676

880

1,053

1,491

1,739

1,880

1,904

2,070

2,345

1,785

517

2000

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Papers (including subtopics)

Provable Benefit of Random Permutations over Uniform Sampling in Stochastic Coordinate Descent ICML 2025 Provable Complexity Improvement of AdaGrad over SGD: Upper and Lower Bounds in Stochastic Non-Convex Optimization COLT 2025 Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics ICLR 2025 Provable Convergence Bounds for Hybrid Dynamical Sampling and Optimization ICLR 2025 Provable Policy Gradient for Robust Average-Reward MDPs Beyond Rectangularity ICML 2025 Provably Efficient Algorithm for Best Scoring Rule Identification in Online Principal-Agent Information Acquisition ICML 2025 Provably-Safe, Online System Identification RSS 2025 Proven Approximation Guarantees in Multi-Objective Optimization: SPEA2 Beats NSGA-II IJCAI 2025 Proximal Interacting Particle Langevin Algorithms UAI 2025 Proximal Sampler with Adaptive Step Size AISTATS 2025 PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization AAAI 2025 Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction AAAI 2025 Pure and Strong Nash Equilibrium Computation in Compactly Representable Aggregate Games UAI 2025 qNBO: quasi-Newton Meets Bilevel Optimization ICLR 2025 QP Based Constrained Optimization for Reliable PINN Training L4DC 2025 qPOTS: Efficient Batch Multiobjective Bayesian Optimization via Pareto Optimal Thompson Sampling AISTATS 2025 Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025 Quantifying Overfitting along the Regularization Path for Two-Part-Code MDL in Supervised Classification COLT 2025 Quantifying the Effectiveness of Linear Preconditioning in Markov Chain Monte Carlo JMLR 2025 Quantifying Treatment Effects: Estimating Risk Ratios via Observational Studies ICML 2025 Quantile Additive Trend Filtering AISTATS 2025 Quantile Multi-Armed Bandits with 1-bit Feedback ALT 2025 Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations ICLR 2025 Quantum Algorithms for Finite-horizon Markov Decision Processes ICML 2025 Quantum Best Arm Identification with Quantum Oracles AAAI 2025