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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)

A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate ICML 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis ICML 2015
A Provable Generalized Tensor Spectral Method for Uniform Hypergraph Partitioning ICML 2015
Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds ICML 2015
Streaming Sparse Principal Component Analysis ICML 2015
Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets ICML 2015
Online Learning of Eigenvectors ICML 2015
Vector-Space Markov Random Fields via Exponential Families ICML 2015
Low Rank Approximation using Error Correcting Coding Matrices ICML 2015
Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification ICML 2015
Message Passing for Collective Graphical Models ICML 2015
Adaptive Belief Propagation ICML 2015
Large-scale log-determinant computation through stochastic Chebyshev expansions ICML 2015
A Nearly-Linear Time Framework for Graph-Structured Sparsity ICML 2015
Inferring Graphs from Cascades: A Sparse Recovery Framework ICML 2015
Safe Subspace Screening for Nuclear Norm Regularized Least Squares Problems ICML 2015
Exponential Integration for Hamiltonian Monte Carlo ICML 2015
Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015
Nested Sequential Monte Carlo Methods ICML 2015
CUR Algorithm for Partially Observed Matrices ICML 2015
Consistent estimation of dynamic and multi-layer block models ICML 2015
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015
Geometric Conditions for Subspace-Sparse Recovery ICML 2015
Stay on path: PCA along graph paths ICML 2015
Community Detection Using Time-Dependent Personalized PageRank ICML 2015