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Stochastic Methods

2788 directly classified papers

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Papers

Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin ICCV 2025
Preconditioners for the Stochastic Training of Neural Fields CVPR 2025
CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages COLING 2025
Regular-pattern-sensitive CRFs for Distant Label Interactions ACL 2025
RAMEN: Real-time Asynchronous Multi-agent Neural Implicit Mapping RSS 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
Embracing Large Language Models in Traffic Flow Forecasting ACL 2025
MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines EMNLP 2025
Syntactic Control of Language Models by Posterior Inference ACL 2025
Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ACL 2025
Skybridge: Bounded Staleness for Distributed Caches OSDI 2025
SIRD: A Sender-Informed, Receiver-Driven Datacenter Transport Protocol NSDI 2025
HA/TCP: A Reliable and Scalable Framework for TCP Network Functions NSDI 2025
Length Controlled Generation for Black-box LLMs ACL 2025
Losing Momentum in Continuous-time Stochastic Optimisation JMLR 2025
Statistical Inference of Random Graphs With a Surrogate Likelihood Function JMLR 2025
VFOSA: Variance-Reduced Fast Operator Splitting Algorithms for Generalized Equations JMLR 2025
CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System ACL 2025
Enabling Silent Telemetry Data Transmission with InvisiFlow NSDI 2025
Shoal++: High Throughput DAG BFT Can Be Fast and Robust! NSDI 2025
From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms (Journal Track) AAAI 2025
Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025
Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025
Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs AAAI 2025
Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations AAAI 2025