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Representation Learning for Dynamic Graphs: A Survey.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Estimation of a Low-rank Topic-Based Model for Information Cascades.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Scalable Approximate MCMC Algorithms for the Horseshoe Prior.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Unique Sharp Local Minimum in ℓ<sub>1</sub>-minimization Complete Dictionary Learning.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Generalized Optimal Matching Methods for Causal Inference.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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WONDER: Weighted One-shot Distributed Ridge Regression in High Dimensions.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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(1 + ε)-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Identifiability of Additive Noise Models Using Conditional Variances.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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- Article
Union of Low-Rank Tensor Spaces: Clustering and Completion.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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- Article
Kymatio: Scattering Transforms in Python.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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- Article
Multi-Player Bandits: The Adversarial Case.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Multiparameter Persistence Landscapes.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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High-Dimensional Inference for Cluster-Based Graphical Models.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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- Article
High-dimensional Gaussian graphical models on network-linked data.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Community-Based Group Graphical Lasso.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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- Article
The Weight Function in the Subtree Kernel is Decisive.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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- Article
Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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- Article
GraKeL: A Graph Kernel Library in Python.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Expected Policy Gradients for Reinforcement Learning.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Self-paced Multi-view Co-training.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Conjugate Gradients for Kernel Machines.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Learning Causal Networks via Additive Faithfulness.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Sparse and low-rank multivariate Hawkes processes.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Ensemble Learning for Relational Data.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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Skill Rating for Multiplayer Games Introducing Hypernode Graphs and their Spectral Theory.
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- Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1
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