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Methods

1,725 papers (1 classified directly here)

Subtopics

Time Series Analysis (832) Data Mining (651) Time Series (431)

Papers per year

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Papers (including subtopics)

The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks JMLR 2022
Multi-Task Dynamical Systems JMLR 2022
Change point localization in dependent dynamic nonparametric random dot product graphs JMLR 2022
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022
ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models JMLR 2022
Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings JMLR 2022
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022
Nystrom Regularization for Time Series Forecasting JMLR 2022
Network Regression with Graph Laplacians JMLR 2022
Interval-censored Hawkes processes JMLR 2022
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts NAACL 2022
Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset NAACL 2022
Shedding New Light on the Language of the Dark Web NAACL 2022
DEPAC: a Corpus for Depression and Anxiety Detection from Speech NAACL 2022
Graphicon Evolution on the Chinese Social Media Platform BiliBili NAACL 2022
Configanator: A Data-driven Approach to Improving CDN Performance. NSDI 2022
CloudCluster: Unearthing the Functional Structure of a Cloud Service NSDI 2022
BlockFlex: Enabling Storage Harvesting with Software-Defined Flash in Modern Cloud Platforms OSDI 2022
Predictive Whittle networks for time series UAI 2022
Continuous-time edge modelling using non-parametric point processes NIPS 2021
Differentially Private n-gram Extraction NIPS 2021
Probabilistic Forecasting: A Level-Set Approach NIPS 2021
Spectral embedding for dynamic networks with stability guarantees NIPS 2021
Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing NIPS 2021