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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)

Computation Efficient Coded Linear Transform AISTATS 2019
Mixing of Hamiltonian Monte Carlo on strongly log-concave distributions 2: Numerical integrators AISTATS 2019
Temporal Quilting for Survival Analysis AISTATS 2019
Optimal Testing in the Experiment-rich Regime AISTATS 2019
High-dimensional Mixed Graphical Model with Ordinal Data: Parameter Estimation and Statistical Inference AISTATS 2019
Exploring Fast and Communication-Efficient Algorithms in Large-Scale Distributed Networks AISTATS 2019
Nonlinear Acceleration of Primal-Dual Algorithms AISTATS 2019
On Kernel Derivative Approximation with Random Fourier Features AISTATS 2019
Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives AISTATS 2019
On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition AISTATS 2019
Active Exploration in Markov Decision Processes AISTATS 2019
Bandit Online Learning with Unknown Delays AISTATS 2019
$β^3$-IRT: A New Item Response Model and its Applications AISTATS 2019
Conditional Sparse $L_p$-norm Regression With Optimal Probability AISTATS 2019
On the Connection Between Learning Two-Layer Neural Networks and Tensor Decomposition AISTATS 2019
Autoencoding any Data through Kernel Autoencoders AISTATS 2019
Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication AISTATS 2019
Bayesian optimisation under uncertain inputs AISTATS 2019
Optimal Minimization of the Sum of Three Convex Functions with a Linear Operator AISTATS 2019
No-regret algorithms for online $k$-submodular maximization AISTATS 2019
Feature subset selection for the multinomial logit model via mixed-integer optimization AISTATS 2019
Low-Precision Random Fourier Features for Memory-constrained Kernel Approximation AISTATS 2019
Restarting Frank-Wolfe AISTATS 2019
Markov Properties of Discrete Determinantal Point Processes AISTATS 2019
Analysis of Thompson Sampling for Combinatorial Multi-armed Bandit with Probabilistically Triggered Arms AISTATS 2019