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Statistical Learning

4,117 papers

Papers per year

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Papers

A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization ICML 2018
A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models ICML 2018
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions ICML 2018
Variance Regularized Counterfactual Risk Minimization via Variational Divergence Minimization ICML 2018
Rates of Convergence of Spectral Methods for Graphon Estimation ICML 2018
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data ICML 2018
Yes, but Did It Work?: Evaluating Variational Inference ICML 2018
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates ICML 2018
Composite Marginal Likelihood Methods for Random Utility Models ICML 2018
Revealing Common Statistical Behaviors in Heterogeneous Populations ICML 2018
Distributed Nonparametric Regression under Communication Constraints ICML 2018
Z-Transforms and its Inference on Partially Observable Point Processes IJCAI 2018
Generalization Bounds for Regularized Pairwise Learning IJCAI 2018
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018
De-biasing Covariance-Regularized Discriminant Analysis IJCAI 2018
Estimation with Incomplete Data: The Linear Case IJCAI 2018
TensorCast: Forecasting Time-Evolving Networks with Contextual Information IJCAI 2018
Importance Sampling for Fair Policy Selection IJCAI 2018
Toeplitz Inverse Covariance-based Clustering of Multivariate Time Series Data IJCAI 2018
Statistical Quality Control for Human Computation and Crowdsourcing IJCAI 2018
Nebula: F0 Estimation and Voicing Detection by Modeling the Statistical Properties of Feature Extractors INTERSPEECH 2018
Analyzing Reaction Time Sequences from Human Participants in Auditory Experiments INTERSPEECH 2018
Co-whitening of I-vectors for Short and Long Duration Speaker Verification INTERSPEECH 2018
The Trajectory of Voice Onset Time with Vocal Aging INTERSPEECH 2018
The Role of Temporal Variation in Narrative Organization INTERSPEECH 2018