conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Statistical Learning

4,117 papers

Papers per year

9
62
100
382
192
'05
'10
'15
'20
'25

Papers

Comparing Test Sets with Item Response Theory IJCNLP 2021
On the Power of Differentiable Learning versus PAC and SQ Learning NIPS 2021
Implicit rate-constrained optimization of non-decomposable objectives ICML 2021
Learning a High-dimensional Linear Structural Equation Model via l1-Regularized Regression JMLR 2021
PCA Initialization for Approximate Message Passing in Rotationally Invariant Models NIPS 2021
An Importance Weighted Feature Selection Stability Measure JMLR 2021
Models of Reaction Times in Auditory Lexical Decision: RTonset versus RToffset INTERSPEECH 2021
Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network AISTATS 2021
Improving Conditional Coverage via Orthogonal Quantile Regression NIPS 2021
Machine Learning for Variance Reduction in Online Experiments NIPS 2021
What Makes Multi-Modal Learning Better than Single (Provably) NIPS 2021
Modeling Dysphonia Severity as a Function of Roughness and Breathiness Ratings in the GRBAS Scale INTERSPEECH 2021
Crystallization Learning with the Delaunay Triangulation ICML 2021
Taming heavy-tailed features by shrinkage AISTATS 2021
Inverse-Weighted Survival Games NIPS 2021
Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability IJCNLP 2021
A General Framework for Empirical Bayes Estimation in Discrete Linear Exponential Family JMLR 2021
Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model NIPS 2021
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning NIPS 2021
A constrained risk inequality for general losses AISTATS 2021
A Statistical Extension of Byte-Pair Encoding ACL 2021
Robustness Guarantees for Mode Estimation with an Application to Bandits AAAI 2021
Neural Bootstrapper NIPS 2021
Unlinked Monotone Regression JMLR 2021
Robust Testing and Estimation under Manipulation Attacks ICML 2021