Stochastic Processes

Online Heavy-tailed Change-point detection UAI 2023 Online Non-stochastic Control with Partial Feedback JMLR 2023 Online Restless Bandits with Unobserved States ICML 2023 Online robust non-stationary estimation NeurIPS 2023 Online Saddle Point Tracking with Decision-Dependent Data L4DC 2023 On Preemption and Learning in Stochastic Scheduling ICML 2023 On Sampling with Approximate Transport Maps ICML 2023 On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation ICML 2023 On the Convergence of Distributed Stochastic Bilevel Optimization Algorithms over a Network AISTATS 2023 On the geometry of Stein variational gradient descent JMLR 2023 On the Overlooked Structure of Stochastic Gradients NeurIPS 2023 On the Performance of Temporal Difference Learning With Neural Networks ICLR 2023 On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions NeurIPS 2023 On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences NeurIPS 2023 On the Statistical Benefits of Temporal Difference Learning ICML 2023 OpenProteinSet: Training data for structural biology at scale NeurIPS 2023 Opposite Online Learning via Sequentially Integrated Stochastic Gradient Descent Estimators AAAI 2023 Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics ICLR 2023 Overlap-Guided Gaussian Mixture Models for Point Cloud Registration WACV 2023 Packed Ensembles for efficient uncertainty estimation ICLR 2023 Particle algorithms for maximum likelihood training of latent variable models AISTATS 2023 Particle-based Variational Inference with Preconditioned Functional Gradient Flow ICLR 2023 Perception for General-purpose Robot Manipulation AAAI 2023 Perceptual Improvement of Deep Neural Network (DNN) Speech Coder Using Parametric and Non-parametric Density Models Interspeech 2023 PhaseMP: Robust 3D Pose Estimation via Phase-conditioned Human Motion Prior ICCV 2023