markov chain

Weisfeiler-Lehman Meets Gromov-Wasserstein ICML 2022 An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias NeurIPS 2021 Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting ICML 2021 ChicHealth @ MEDIQA 2021: Exploring the limits of pre-trained seq2seq models for medical summarization NAACL 2021 Diffusion Probabilistic Models for 3D Point Cloud Generation CVPR 2021 Distributionally Robust Optimization with Markovian Data ICML 2021 Evaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian Monte Carlo ICML 2021 Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics ICML 2021 Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling UAI 2021 Hoeffding's Inequality for General Markov Chains and Its Applications to Statistical Learning JMLR 2021 Learning and Testing Irreducible Markov Chains via the k-Cover Time ALT 2021 Learning to Generate 3D Shapes with Generative Cellular Automata ICLR 2021 On Riemannian Stochastic Approximation Schemes with Fixed Step-Size AISTATS 2021 On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD Learning COLT 2021 Optimal prediction of Markov chains with and without spectral gap NeurIPS 2021 paht_nlp @ MEDIQA 2021: Multi-grained Query Focused Multi-Answer Summarization NAACL 2021 Regime Switching Bandits NeurIPS 2021 RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion NAACL 2021 Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students NAACL 2021 Adaptive Experimental Design with Temporal Interference: A Maximum Likelihood Approach NeurIPS 2020 A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices NeurIPS 2020 Batch normalization provably avoids ranks collapse for randomly initialised deep networks NeurIPS 2020 Batch Stationary Distribution Estimation ICML 2020 Collapsing Bandits and Their Application to Public Health Intervention NeurIPS 2020 Decentralized Langevin Dynamics for Bayesian Learning NeurIPS 2020