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1219 directly classified papers

Papers per year

Papers

Rate-Optimal Subspace Estimation on Random Graphs NIPS 2021
A theory of high dimensional regression with arbitrary correlations between input features and target functions: sample complexity, multiple descent curves and a hierarchy of phase transitions ICML 2021
γ-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator AISTATS 2021
LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction ACL 2021
Learning with Comparison Feedback: Online Estimation of Sample Statistics ALT 2021
A polynomial-time algorithm for learning nonparametric causal graphs NIPS 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
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation NIPS 2020
An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results ACL 2020
Minimax Nonparametric Parallelism Test JMLR 2020
The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020
Variation in Spectral Slope and Interharmonic Noise in Cantonese Tones INTERSPEECH 2020
Automated Spectral Kernel Learning AAAI 2020
True Nonlinear Dynamics from Incomplete Networks AAAI 2020
Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020
Bilingual Acoustic Voice Variation is Similarly Structured Across Languages INTERSPEECH 2020
Rank Aggregation via Heterogeneous Thurstone Preference Models AAAI 2020
Systematically Exploring Associations among Multivariate Data AAAI 2020
Generalized Minimal Distortion Principle for Blind Source Separation INTERSPEECH 2020
Statistical Testing on ASR Performance via Blockwise Bootstrap INTERSPEECH 2020
Uncertainty Based Camera Model Selection CVPR 2020