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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Accelerated Spectral Ranking ICML 2018
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches ICML 2018
Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy ICML 2018
Bucket Renormalization for Approximate Inference ICML 2018
Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization ICML 2018
Differentially Private Identity and Equivalence Testing of Discrete Distributions ICML 2018
Katyusha X: Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization ICML 2018
Subspace Embedding and Linear Regression with Orlicz Norm ICML 2018
Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions ICML 2018
A Spline Theory of Deep Learning ICML 2018
Approximation Guarantees for Adaptive Sampling ICML 2018
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising ICML 2018
Differentially Private Database Release via Kernel Mean Embeddings ICML 2018
Improving Optimization for Models With Continuous Symmetry Breaking ICML 2018
Bayesian Optimization of Combinatorial Structures ICML 2018
Geodesic Convolutional Shape Optimization ICML 2018
Testing Sparsity over Known and Unknown Bases ICML 2018
Mutual Information Neural Estimation ICML 2018
QuantTree: Histograms for Change Detection in Multivariate Data Streams ICML 2018
Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order ICML 2018
Improved large-scale graph learning through ridge spectral sparsification ICML 2018
On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo ICML 2018
Hierarchical Clustering with Structural Constraints ICML 2018
Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? ICML 2018
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity ICML 2018