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Stochastic Processes

2667 directly classified papers

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Papers

A dynamic model of lexical experience for tracking of oral reading fluency ACL 2023
A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation EMNLP 2023
Robust Quickest Change Detection for Unnormalized Models UAI 2023
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism AAAI 2022
Online Missing Value Imputation and Change Point Detection with the Gaussian Copula AAAI 2022
Random vs. Best-First: Impact of Sampling Strategies on Decision Making in Model-Based Diagnosis AAAI 2022
Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations AAAI 2022
Common Failure Modes of Subcluster-based Sampling in Dirichlet Process Gaussian Mixture Models - and a Deep-learning Solution AISTATS 2022
Estimators of Entropy and Information via Inference in Probabilistic Models AISTATS 2022
Variational Marginal Particle Filters AISTATS 2022
Multivariate Quantile Function Forecaster AISTATS 2022
Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations AISTATS 2022
Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes AISTATS 2022
Domain-Lifted Sampling for Universal Two-Variable Logic and Extensions AAAI 2022
Seizing Critical Learning Periods in Federated Learning AAAI 2022
A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning NIPS 2022
USHER: Unbiased Sampling for Hindsight Experience Replay CORL 2022
On the Robustness of CountSketch to Adaptive Inputs ICML 2022
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data NIPS 2022
Improved Utility Analysis of Private CountSketch NIPS 2022
Structure-Preserving Learning Using Gaussian Processes and Variational Integrators L4DC 2022
Convex Analysis of the Mean Field Langevin Dynamics AISTATS 2022
Sampling-Based Robust Control of Autonomous Systems with Non-Gaussian Noise AAAI 2022
Approximate Top-$m$ Arm Identification with Heterogeneous Reward Variances AISTATS 2022
Gradient Temporal Difference with Momentum: Stability and Convergence AAAI 2022