time series analysis

“Train one, Classify one, Teach one” - Cross-surgery transfer learning for surgical step recognition MIDL 2021 CableMon: Improving the Reliability of Cable Broadband Networks via Proactive Network Maintenance NSDI 2020 Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach AAAI 2020 Discovering Synchronized Subsets of Sequences: A Large Scale Solution CVPR 2020 Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations ICML 2020 I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic EMNLP 2020 Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction IJCAI 2020 Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations NeurIPS 2020 Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models JMLR 2020 The impact of preprint servers in the formation of novel ideas EMNLP 2020 Time Series Analysis using a Kernel based Multi-Modal Uncertainty Decomposition Framework UAI 2020 What time is it? Temporal Analysis of Novels EMNLP 2020 A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data IJCAI 2019 Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019 Algorithms for Estimating Trends in Global Temperature Volatility AAAI 2019 Analyzing Reaction Time and Error Sequences in Lexical Decision Experiments Interspeech 2019 A Statistical Investigation of Long Memory in Language and Music ICML 2019 A Time Series Analysis of Emotional Loading in Central Bank Statements EMNLP 2019 BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series IJCAI 2019 Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes IJCAI 2019 Data-driven Estimation of Sinusoid Frequencies NeurIPS 2019 Data mining Mandarin tone contour shapes ACL 2019 Discovering Temporal Patterns from Insurance Interaction Data AAAI 2019 Kernels for Sequentially Ordered Data JMLR 2019 Learning low-dimensional state embeddings and metastable clusters from time series data NeurIPS 2019