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Statistical Learning

4,117 papers

Papers per year

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100
382
192
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Papers

Convex and Non-Convex Approaches for Statistical Inference with Class-Conditional Noisy Labels JMLR 2020
Reliable Fidelity and Diversity Metrics for Generative Models ICML 2020
The impact of preprint servers in the formation of novel ideas EMNLP 2020
On Log-Loss Scores and (No) Privacy EMNLP 2020
A Regularization-Based Adaptive Test for High-Dimensional GLMs JMLR 2020
Adaptive, Distribution-Free Prediction Intervals for Deep Networks AISTATS 2020
Imputing typological values via phylogenetic inference EMNLP 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift NIPS 2020
Sample Complexity of Uniform Convergence for Multicalibration NIPS 2020
On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology ACL 2020
Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables JMLR 2020
Familywise Error Rate Control by Interactive Unmasking ICML 2020
Consistent Structured Prediction with Max-Min Margin Markov Networks ICML 2020
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation NIPS 2020
Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables IJCAI 2020
Minimax Nonparametric Parallelism Test JMLR 2020
Risk Bounds for Reservoir Computing JMLR 2020
Imputation estimators for unnormalized models with missing data AISTATS 2020
Tight Lower Bounds for Combinatorial Multi-Armed Bandits COLT 2020
A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent NIPS 2020
Structure Learning from Related Data Sets with a Hierarchical Bayesian Score PGM 2020
Robust Learning with the Hilbert-Schmidt Independence Criterion ICML 2020
Towards a Comprehensive Assessment of Speech Intelligibility for Pathological Speech INTERSPEECH 2020
General patterns and language variation: Word frequencies across English, German, and Chinese COLING 2020
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model EMNLP 2020