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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)

Federated Myopic Community Detection with One-shot Communication AISTATS 2022
Adversarially Robust Kernel Smoothing AISTATS 2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022
Kantorovich Mechanism for Pufferfish Privacy AISTATS 2022
Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022
Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers AISTATS 2022
New Coresets for Projective Clustering and Applications AISTATS 2022
Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity AISTATS 2022
TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022
Fast and accurate optimization on the orthogonal manifold without retraction AISTATS 2022
Efficient Kernelized UCB for Contextual Bandits AISTATS 2022
Acceleration in Distributed Optimization under Similarity AISTATS 2022
Orbital MCMC AISTATS 2022
PAC Mode Estimation using PPR Martingale Confidence Sequences AISTATS 2022
Learning in Stochastic Monotone Games with Decision-Dependent Data AISTATS 2022
Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals AISTATS 2022
Parameter-Free Online Linear Optimization with Side Information via Universal Coin Betting AISTATS 2022
Orthogonal Multi-Manifold Enriching of Directed Networks AISTATS 2022
Estimating Functionals of the Out-of-Sample Error Distribution in High-Dimensional Ridge Regression AISTATS 2022
Learning Competitive Equilibria in Exchange Economies with Bandit Feedback AISTATS 2022
Differential privacy for symmetric log-concave mechanisms AISTATS 2022
Fair Disaster Containment via Graph-Cut Problems AISTATS 2022
Lifted Division for Lifted Hugin Belief Propagation AISTATS 2022
Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022