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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)

Inferring serial correlation with dynamic backgrounds ICML 2021
A Structured Observation Distribution for Generative Biological Sequence Prediction and Forecasting ICML 2021
Prediction-Centric Learning of Independent Cascade Dynamics from Partial Observations ICML 2021
ChaCha for Online AutoML ICML 2021
A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization ICML 2021
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold ICML 2021
Learner-Private Convex Optimization ICML 2021
Link Prediction with Persistent Homology: An Interactive View ICML 2021
Learning Optimal Auctions with Correlated Valuations from Samples ICML 2021
Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021
Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints ICML 2021
Distributed Nyström Kernel Learning with Communications ICML 2021
Accelerated Algorithms for Smooth Convex-Concave Minimax Problems with O(1/k^2) Rate on Squared Gradient Norm ICML 2021
DAGs with No Curl: An Efficient DAG Structure Learning Approach ICML 2021
Federated Composite Optimization ICML 2021
Three Operator Splitting with a Nonconvex Loss Function ICML 2021
DORO: Distributional and Outlier Robust Optimization ICML 2021
PAPRIKA: Private Online False Discovery Rate Control ICML 2021
Quantile Bandits for Best Arms Identification ICML 2021
Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions ICML 2021
Optimal Estimation of High Dimensional Smooth Additive Function Based on Noisy Observations ICML 2021
Incentivized Bandit Learning with Self-Reinforcing User Preferences ICML 2021
Spectral vertex sparsifiers and pair-wise spanners over distributed graphs ICML 2021
On the Convergence of Hamiltonian Monte Carlo with Stochastic Gradients ICML 2021
Diversity in Kemeny Rank Aggregation: A Parameterized Approach IJCAI 2021