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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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23
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Papers (including subtopics)

Learning to Clear the Market ICML 2019
Replica Conditional Sequential Monte Carlo ICML 2019
Rehashing Kernel Evaluation in High Dimensions ICML 2019
Dual Entangled Polynomial Code: Three-Dimensional Coding for Distributed Matrix Multiplication ICML 2019
Hyperbolic Disk Embeddings for Directed Acyclic Graphs ICML 2019
Accelerated Flow for Probability Distributions ICML 2019
Mallows ranking models: maximum likelihood estimate and regeneration ICML 2019
DoubleSqueeze: Parallel Stochastic Gradient Descent with Double-pass Error-Compensated Compression ICML 2019
Kernel Normalized Cut: a Theoretical Revisit ICML 2019
Concentration Inequalities for Conditional Value at Risk ICML 2019
Random Matrix Improved Covariance Estimation for a Large Class of Metrics ICML 2019
Learning Hawkes Processes Under Synchronization Noise ICML 2019
Homomorphic Sensing ICML 2019
Sublinear Space Private Algorithms Under the Sliding Window Model ICML 2019
Large-Scale Sparse Kernel Canonical Correlation Analysis ICML 2019
Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD ICML 2019
Maximum Likelihood Estimation for Learning Populations of Parameters ICML 2019
Generalized Linear Rule Models ICML 2019
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling ICML 2019
Deep Compressed Sensing ICML 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport ICML 2019
Differentiable Linearized ADMM ICML 2019
Power k-Means Clustering ICML 2019
Gromov-Wasserstein Learning for Graph Matching and Node Embedding ICML 2019
Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence ICML 2019