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Statistical Learning

4,117 papers

Papers per year

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100
382
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Papers

Sharp Bounds for Generalized Uniformity Testing NIPS 2018
Benchmarking Reinforcement Learning Algorithms on Real-World Robots CORL 2018
Surface Realization Shared Task 2018 (SR18): The Tilburg University Approach ACL 2018
Efficient Online Scalar Annotation with Bounded Support ACL 2018
The price of debiasing automatic metrics in natural language evalaution ACL 2018
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ACL 2018
Taylor’s law for Human Linguistic Sequences ACL 2018
Automatic Metric Validation for Grammatical Error Correction ACL 2018
The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing ACL 2018
Higher-order Relation Schema Induction using Tensor Factorization with Back-off and Aggregation ACL 2018
MeSH-based dataset for measuring the relevance of text retrieval ACL 2018
Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF ACL 2018
Improving Classification of Twitter Behavior During Hurricane Events ACL 2018
Making Classifier Chains Resilient to Class Imbalance ACML 2018
Iterative Supervised Principal Components AISTATS 2018
Post Selection Inference with Kernels AISTATS 2018
On how complexity affects the stability of a predictor AISTATS 2018
Outlier Detection and Robust Estimation in Nonparametric Regression AISTATS 2018
Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding AISTATS 2018
Optimal Cooperative Inference AISTATS 2018
Group Invariance Principles for Causal Generative Models AISTATS 2018
Subsampling for Ridge Regression via Regularized Volume Sampling AISTATS 2018
Community Detection in Hypergraphs: Optimal Statistical Limit and Efficient Algorithms AISTATS 2018
Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information AISTATS 2018
Statistically Efficient Estimation for Non-Smooth Probability Densities AISTATS 2018