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

Statistical Learning

4,076 papers

Papers per year

Papers

Automatic identification of writers’ intentions: Comparing different methods for predicting relationship goals in online dating profile texts EMNLP 2019
Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection CVPR 2019
Partitioning Structure Learning for Segmented Linear Regression Trees NIPS 2019
Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits ICML 2019
Precision Matrix Estimation with Noisy and Missing Data AISTATS 2019
Achieving the Bayes Error Rate in Stochastic Block Model by SDP, Robustly COLT 2019
Distributionally Robust Optimization and Generalization in Kernel Methods NIPS 2019
An Exponential Tail Bound for the Deleted Estimate AAAI 2019
Stochastic Constraint Propagation for Mining Probabilistic Networks IJCAI 2019
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows AISTATS 2019
Multiway clustering via tensor block models NIPS 2019
Functional Isolation Forest ACML 2019
Sample Complexity of Sinkhorn Divergences AISTATS 2019
Rates of Convergence for Large-scale Nearest Neighbor Classification NIPS 2019
Nonuniformity of P-values Can Occur Early in Diverging Dimensions JMLR 2019
A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families NIPS 2019
More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019
When can unlabeled data improve the learning rate? COLT 2019
Robust Estimation of Tree Structured Gaussian Graphical Models ICML 2019
Bounding Uncertainty for Active Batch Selection AAAI 2019
PAC-Bayes Un-Expected Bernstein Inequality NIPS 2019
Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time AISTATS 2019
Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019
Sample-Optimal Parametric Q-Learning Using Linearly Additive Features ICML 2019
First order expansion of convex regularized estimators NIPS 2019