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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)

Sobolev Descent AISTATS 2019
A Fast Sampling Algorithm for Maximum Inner Product Search AISTATS 2019
Minimum Volume Topic Modeling AISTATS 2019
Model-Free Linear Quadratic Control via Reduction to Expert Prediction AISTATS 2019
Structured Robust Submodular Maximization: Offline and Online Algorithms AISTATS 2019
Probabilistic Multilevel Clustering via Composite Transportation Distance AISTATS 2019
A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes AISTATS 2019
Online Algorithm for Unsupervised Sensor Selection AISTATS 2019
Best of many worlds: Robust model selection for online supervised learning AISTATS 2019
Online Learning in Kernelized Markov Decision Processes AISTATS 2019
Lifting high-dimensional non-linear models with Gaussian regressors AISTATS 2019
Database Alignment with Gaussian Features AISTATS 2019
Size of Interventional Markov Equivalence Classes in random DAG models AISTATS 2019
Reparameterizing Distributions on Lie Groups AISTATS 2019
Revisit Batch Normalization: New Understanding and Refinement via Composition Optimization AISTATS 2019
Recovery Guarantees For Quadratic Tensors With Sparse Observations AISTATS 2019
Sample Efficient Graph-Based Optimization with Noisy Observations AISTATS 2019
ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery AISTATS 2019
Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design AISTATS 2019
Towards Gradient Free and Projection Free Stochastic Optimization AISTATS 2019
On Learning Graphs with Edge-Detecting Queries ALT 2019
Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach ALT 2019
A minimax near-optimal algorithm for adaptive rejection sampling ALT 2019
Attribute-efficient learning of monomials over highly-correlated variables ALT 2019
Adaptive Exact Learning of Decision Trees from Membership Queries ALT 2019