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Mathematics

5,735 papers (8 classified directly here)

Subtopics

Graph Theory (1,376) Statistics (1,273) Probability (1,045) Geometry (720) Information Theory (498) Discrete Mathematics (484) Linear Algebra (480) Numerical Analysis (349) Algebra (68) Signal Processing (67) Topology (41) Functional Analysis (23) Logic (13) Differential Equations (6)

Papers per year

11
57
247
551
246
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Papers (including subtopics)

The Sylvester Graphical Lasso (SyGlasso) AISTATS 2020
Fast Algorithms for Computational Optimal Transport and Wasserstein Barycenter AISTATS 2020
Computing Tight Differential Privacy Guarantees Using FFT AISTATS 2020
The Quantile Snapshot Scan: Comparing Quantiles of Spatial Data from Two Snapshots in Time AISTATS 2020
Statistical guarantees for local graph clustering AISTATS 2020
Learning High-dimensional Gaussian Graphical Models under Total Positivity without Adjustment of Tuning Parameters AISTATS 2020
Statistical Estimation of the Poincaré constant and Application to Sampling Multimodal Distributions AISTATS 2020
Integrals over Gaussians under Linear Domain Constraints AISTATS 2020
Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization AISTATS 2020
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures AISTATS 2020
Importance Sampling via Local Sensitivity AISTATS 2020
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020
Inference of Dynamic Graph Changes for Functional Connectome AISTATS 2020
An approximate KLD based experimental design for models with intractable likelihoods AISTATS 2020
Sample complexity bounds for localized sketching AISTATS 2020
Nonparametric Estimation in the Dynamic Bradley-Terry Model AISTATS 2020
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations AISTATS 2020
Learning Sparse Nonparametric DAGs AISTATS 2020
Minimax Rank-$1$ Matrix Factorization AISTATS 2020
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem AISTATS 2020
General Identification of Dynamic Treatment Regimes Under Interference AISTATS 2020
Gaussian Sketching yields a J-L Lemma in RKHS AISTATS 2020
A Robust Univariate Mean Estimator is All You Need AISTATS 2020
Optimal Deterministic Coresets for Ridge Regression AISTATS 2020
Multi-level Gaussian Graphical Models Conditional on Covariates AISTATS 2020