Found: 81
Select item for more details and to access through your institution.
Community Detection and Stochastic Block Models: Recent Developments.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Uncovering Causality from Multivariate Hawkes Integrated Cumulants.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Learning Certifiably Optimal Rule Lists for Categorical Data.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
On the Behavior of Intrinsically High-Dimensional Spaces: Distances, Direct and Reverse Nearest Neighbors, and Hubness.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Statistical Inference on Random Dot Product Graphs: a Survey.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
From Predictive Methods to Missing Data Imputation: An Optimization Approach.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Sparse Exchangeable Graphs and Their Limits via Graphon Processes.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Gradient Estimation with Simultaneous Perturbation and Compressive Sensing.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Saturating Splines and Feature Selection.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Robust Topological Inference: Distance To a Measure and Kernel Distance.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Normal Bandits of Unknown Means and Variances.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Rate of Convergence of k-Nearest-Neighbor Classification Rule.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
KELP: a Kernel-based Learning Platform.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Compact Convex Projections.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Pycobra: A Python Toolbox for Ensemble Learning and Visualisation.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Learning Quadratic Variance Function (QVF) DAG Models via OverDispersion Scoring (ODS).
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Submatrix localization via message passing.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Surprising properties of dropout in deep networks.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Divide-and-Conquer for Debiased l<sub>1</sub>-norm Support Vector Machine in Ultra-high Dimensions.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
SGDLibrary: A MATLAB library for stochastic optimization algorithms.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
An ℓ<sub>∞</sub> Eigenvector Perturbation Bound and Its Application to Robust Covariance Estimation.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
A Tight Bound of Hard Thresholding.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Weighted SGD for ℓ<sub>p</sub> Regression with Randomized Preconditioning.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Exact Learning of Lightweight Description Logic Ontologies.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Active Nearest-Neighbor Learning in Metric Spaces.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Concentration inequalities for empirical processes of linear time series.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Training Gaussian Mixture Models at Scale via Coresets.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Deep Learning the Ising Model Near Criticality.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Cost-Sensitive Learning with Noisy Labels.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
On the Stability of Feature Selection Algorithms.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
The DFS Fused Lasso: Linear-Time Denoising over General Graphs.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Gaussian Lower Bound for the Information Bottleneck Limit.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Significance-based community detection in weighted networks.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Nonasymptotic convergence of stochastic proximal point methods for constrained convex optimization.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs.
- Published in:
- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
- By:
- Publication type:
- Article