markov chain

Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion COLT 2026 A Unified Approach to Analysis and Design of Denoising Markov Models JMLR 2026 Characterising the Convergence of Imprecise Markov Chains UAI 2026 Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification JMLR 2026 Functional Stochastic Localization COLT 2026 Learning Ising Models from Evolutions (Extended Abstract) COLT 2026 MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies AAAI 2026 Markovian Compression: Looking to the Past Helps Accelerate the Future UAI 2026 MCGS: Markov Chain Gaussian Splatting for Dynamic Scenes Reconstruction AAAI 2026 Methods for Optimization Problems with Markovian Stochasticity and Non-Euclidean Geometry AAAI 2026 Trajectory-Level Experimental Design for Fast Safety Parameter Estimation of Unknown Environments by Autonomous Systems L4DC 2026 Attention with Markov: A Curious Case of Single-layer Transformers ICLR 2025 A Watermark for Order-Agnostic Language Models ICLR 2025 Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 2025 Competition Dynamics Shape Algorithmic Phases of In-Context Learning ICLR 2025 Compositional simulation-based inference for time series ICLR 2025 Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025 Debiasing Federated Learning with Correlated Client Participation ICLR 2025 Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation ICLR 2025 Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions ICML 2025 Efficiently learning and sampling multimodal distributions with data-based initialization COLT 2025 Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics EMNLP 2025 Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective ICLR 2025 Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach NAACL 2025 Langevin Monte Carlo Beyond Lipschitz Gradient Continuity AAAI 2025