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sequential datum

72 papers

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Co-occurring keywords

variational inference (2069) recurrent neural network (1790) hidden markov model (302) time series (435) variational autoencoder (1288) disentangled representation (521) representation learning (6206) latent variable model (564) bayesian nonparametrics (270) signature kernel (8)

Papers

Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020
Online Positive and Unlabeled Learning IJCAI 2020
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances ICML 2020
Variational Inference for Sequential Data with Future Likelihood Estimates ICML 2020
Learning Agent Representations for Ice Hockey NIPS 2020
Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions ICML 2020
Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction AAAI 2020
Particle Filter Recurrent Neural Networks AAAI 2020
Switching Poisson Gamma Dynamical Systems IJCAI 2020
Context Aware Sequence Modeling IJCAI 2020
Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020
Goal-Driven Sequential Data Abstraction ICCV 2019
Kernels for Sequentially Ordered Data JMLR 2019
A Neural Turn-Taking Model without RNN INTERSPEECH 2019
Long Short-Term Memory with Dynamic Skip Connections AAAI 2019
Multi-Resolution Weak Supervision for Sequential Data NIPS 2019
Sequential Facility Location: Approximate Submodularity and Greedy Algorithm ICML 2019
Adversarial Dropout for Recurrent Neural Networks AAAI 2019
Can SGD Learn Recurrent Neural Networks with Provable Generalization? NIPS 2019
Variational Temporal Abstraction NIPS 2019
Scalable Factorized Hierarchical Variational Autoencoder Training INTERSPEECH 2018
Learning Hidden Quantum Markov Models AISTATS 2018
Differentially Private Change-Point Detection NIPS 2018
Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018
Disentangled Sequential Autoencoder ICML 2018