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Stochastic Methods

2,788 papers

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Papers

A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution CVPR 2024
FastMAC: Stochastic Spectral Sampling of Correspondence Graph CVPR 2024
HDQMF: Holographic Feature Decomposition Using Quantum Algorithms CVPR 2024
Towards Robust Learning to Optimize with Theoretical Guarantees CVPR 2024
Accelerating Neural Field Training via Soft Mining CVPR 2024
Findings of the WMT 2024 Shared Task on Chat Translation EMNLP 2024
Boosting Diffusion Models with an Adaptive Momentum Sampler IJCAI 2024
Markov Constraint as Large Language Model Surrogate IJCAI 2024
Bridging the Gap between General and Down-Closed Convex Sets in Submodular Maximization IJCAI 2024
A Fast Algorithm for MaxSAT above Half Number of Clauses IJCAI 2024
Seed Selection in the Heterogeneous Moran Process IJCAI 2024
Sampling Winners in Ranked Choice Voting IJCAI 2024
Optimizing Prosumer Policies in Periodic Double Auctions Inspired by Equilibrium Analysis IJCAI 2024
Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent IJCAI 2024
Generate Synthetic Text Approximating the Private Distribution with Differential Privacy IJCAI 2024
Robust Reward Placement under Uncertainty IJCAI 2024
A New Guaranteed Outlier Removal Method Based on Plane Constraints for Large-Scale LiDAR Point Cloud Registration IJCAI 2024
An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms IJCAI 2024
Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation IJCAI 2024
Concentration Tail-Bound Analysis of Coevolutionary and Bandit Learning Algorithms IJCAI 2024
Improved Evolutionary Algorithms for Submodular Maximization with Cost Constraints IJCAI 2024
Budget Feasible Mechanisms: A Survey IJCAI 2024
Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains (Extended Abstract) IJCAI 2024
Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation INTERSPEECH 2024
On Improving Error Resilience of Neural End-to-End Speech Coders INTERSPEECH 2024