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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)

A Spectral Analysis of Dot-product Kernels AISTATS 2021
Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021
Offline detection of change-points in the mean for stationary graph signals. AISTATS 2021
Rao-Blackwellised parallel MCMC AISTATS 2021
Calibrated Adaptive Probabilistic ODE Solvers AISTATS 2021
Online Robust Control of Nonlinear Systems with Large Uncertainty AISTATS 2021
Wyner-Ziv Estimators: Efficient Distributed Mean Estimation with Side-Information AISTATS 2021
A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces AISTATS 2021
Local SGD: Unified Theory and New Efficient Methods AISTATS 2021
The Base Measure Problem and its Solution AISTATS 2021
Revisiting Projection-free Online Learning: the Strongly Convex Case AISTATS 2021
Sequential Random Sampling Revisited: Hidden Shuffle Method AISTATS 2021
Couplings for Multinomial Hamiltonian Monte Carlo AISTATS 2021
Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits AISTATS 2021
Minimax Estimation of Laplacian Constrained Precision Matrices AISTATS 2021
A Scalable Gradient Free Method for Bayesian Experimental Design with Implicit Models AISTATS 2021
Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions AISTATS 2021
Direct-Search for a Class of Stochastic Min-Max Problems AISTATS 2021
Robust Learning under Strong Noise via SQs AISTATS 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice AISTATS 2021
Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms AISTATS 2021
Differentiating the Value Function by using Convex Duality AISTATS 2021
Asymptotics of Ridge(less) Regression under General Source Condition AISTATS 2021
An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo AISTATS 2021
Flow-based Alignment Approaches for Probability Measures in Different Spaces AISTATS 2021