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← Optimization
Mathematics & Optimization
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Optimization
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Stochastic Methods
2788 directly classified papers
Papers per year
2000: 1
2002: 2
2003: 5
2004: 1
2005: 2
2006: 10
2007: 13
2008: 16
2009: 15
2010: 23
2011: 33
2012: 43
2013: 69
2014: 77
2015: 82
2016: 112
2017: 144
2018: 173
2019: 265
2020: 292
2021: 316
2022: 314
2023: 353
2024: 307
2025: 98
2026: 22
Papers
Game Theory Based Community-Aware Opinion Dynamics
AAAI 2026
Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning
AAAI 2026
Multiple-play Stochastic Bandits with Prioritized Arm Capacity Sharing
AAAI 2026
EvoGrad: Evolutionary-Weighted Gradient and Hessian Learning for Black-Box Optimization
AAAI 2026
Towards a Rigorous Understanding of the Population Dynamics of the NSGA-III: Tight Runtime Bounds
AAAI 2026
Not Just for Archiving: Provable Benefits of Reusing the Archive in Evolutionary Multi-objective Optimization
AAAI 2026
Private Frequency Estimation via Residue Number Systems
AAAI 2026
Ordered Local Momentum for Asynchronous Distributed Learning Under Arbitrary Delays
AAAI 2026
Robust SDE Parameter Estimation Under Missing Time Information Setting
AAAI 2026
Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation
AAAI 2026
ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization
AAAI 2026
Variance Computation for Weighted Model Counting with Knowledge Compilation Approach
AAAI 2026
Designing Optimal Mechanisms to Locate Facilities with Insufficient Capacity for Bayesian Agents
AAAI 2026
Shapley Value Approximation Based on k-Additive Games
AAAI 2026
Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage
AAAI 2026
Breadth-First Search vs. Restarting Random Walks for Escaping Uninformed Heuristic Regions
AAAI 2026
Quantum Non-Linear Bandit Optimization
AAAI 2026
A Natural-Gradient Approach for Nonlinear Stochastic Systems with Parameter Uncertainty
AAAI 2026
A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm
AAAI 2026
Sequential Selling with Sunk Cost Bias
AAAI 2026
Adaptive Fidelity Estimation for Quantum Programs with Graph-Guided Noise Awareness
AAAI 2026
Improved Runtime Guarantees for the SPEA2 Multi-Objective Optimizer
AAAI 2026
MSQ: Memory-Efficient Bit Sparsification Quantization
ICCV 2025
Beehive: A Scalable Disaggregated Memory Runtime Exploiting Asynchrony of Multithreaded Programs
NSDI 2025
Adaptive Non-Uniform Timestep Sampling for Accelerating Diffusion Model Training
CVPR 2025
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