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Stochastic Processes

2,667 papers

Papers per year

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60
244
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Papers

Robust Gradient-Based Markov Subsampling AAAI 2020
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows AAAI 2020
Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack AAAI 2020
Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy AAAI 2020
Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks AAAI 2020
On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models AAAI 2020
Deep Time-Stream Framework for Click-through Rate Prediction by Tracking Interest Evolution AAAI 2020
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics AAAI 2020
Aggregated Gradient Langevin Dynamics AAAI 2020
Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020
Adaptive Double-Exploration Tradeoff for Outlier Detection AAAI 2020
Observe Before Play: Multi-Armed Bandit with Pre-Observations AAAI 2020
Dynamic Control of Probabilistic Simple Temporal Networks AAAI 2020
Safe Linear Stochastic Bandits AAAI 2020
Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series AAAI 2020
Structure-Aware Feature Fusion for Unsupervised Domain Adaptation AAAI 2020
3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training AAAI 2020
Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition AAAI 2020
Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation ACL 2020
“None of the Above”: Measure Uncertainty in Dialog Response Retrieval ACL 2020
Stolen Probability: A Structural Weakness of Neural Language Models ACL 2020
Neural Generation of Dialogue Response Timings ACL 2020
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter ACL 2020
Generalized Entropy Regularization or: There’s Nothing Special about Label Smoothing ACL 2020