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1219 directly classified papers

Papers per year

Papers

Optimal Prediction of the Number of Unseen Species with Multiplicity NIPS 2020
Sample Complexity of Kalman Filtering for Unknown Systems L4DC 2020
A polynomial-time algorithm for learning nonparametric causal graphs NIPS 2020
Differentially Private Survival Function Estimation MLHC 2020
SURF: A Simple, Universal, Robust, Fast Distribution Learning Algorithm NIPS 2020
Robust Persistence Diagrams using Reproducing Kernels NIPS 2020
A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings NIPS 2020
Learning discrete distributions: user vs item-level privacy NIPS 2020
The Sylvester Graphical Lasso (SyGlasso) AISTATS 2020
Rigorous Guarantees for Tyler’s M-Estimator via Quantum Expansion COLT 2020
Mandarin Lexical Tones: A Corpus-Based Study of Word Length, Syllable Position and Prosodic Position on Duration INTERSPEECH 2020
An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results ACL 2020
The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020
High-Dimensional Inference for Cluster-Based Graphical Models JMLR 2020
Targeted Fused Ridge Estimation of Inverse Covariance Matrices from Multiple High-Dimensional Data Classes JMLR 2020
On Mahalanobis Distance in Functional Settings JMLR 2020
Automated Spectral Kernel Learning AAAI 2020
True Nonlinear Dynamics from Incomplete Networks AAAI 2020
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020
Learning Structured Distributions From Untrusted Batches: Faster and Simpler NIPS 2020
Uncertainty Based Camera Model Selection CVPR 2020
A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions AISTATS 2019
Phase Transition Behavior of Cardinality and XOR Constraints IJCAI 2019
Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019
Nonuniformity of P-values Can Occur Early in Diverging Dimensions JMLR 2019