markov chain

Learning Extrapolative Sequence Transformations from Markov Chains ICML 2025 Learning Probabilistic Temporal Logic Specifications for Stochastic Systems IJCAI 2025 MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing ACL 2025 Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation ICLR 2025 On the Sample Complexity of Next-Token Prediction AISTATS 2025 Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection ICLR 2025 Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation CVPR 2025 Rethinking Point Cloud Data Augmentation: Topologically Consistent Deformation ICML 2025 Sampling and Estimation on Manifolds using the Langevin Diffusion JMLR 2025 Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up ICML 2025 Selective Induction Heads: How Transformers Select Causal Structures in Context ICLR 2025 Speeding Up Hyper-Heuristics With Markov-Chain Operator Selection and the Only-Worsening Acceptance Operator IJCAI 2025 The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations EMNLP 2025 Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model CVPR 2025 An Analysis of Elo Rating Systems via Markov Chains NeurIPS 2024 ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations ICML 2024 A Theoretical Perspective for Speculative Decoding Algorithm NeurIPS 2024 Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently NeurIPS 2024 Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NeurIPS 2024 Computing the Bias of Constant-step Stochastic Approximation with Markovian Noise NeurIPS 2024 Deep Learning for Computing Convergence Rates of Markov Chains NeurIPS 2024 Distances for Markov Chains, and Their Differentiation ALT 2024 Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024 Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers ICLR 2024 Finite-Time Convergence Rates of Decentralized Local Markovian Stochastic Approximation IJCAI 2024