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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)

An Alternate Policy Gradient Estimator for Softmax Policies AISTATS 2022
Zeroth-Order Methods for Convex-Concave Min-max Problems: Applications to Decision-Dependent Risk Minimization AISTATS 2022
Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022
Pareto Optimal Model Selection in Linear Bandits AISTATS 2022
Weighted Gaussian Process Bandits for Non-stationary Environments AISTATS 2022
Sensing Cox Processes via Posterior Sampling and Positive Bases AISTATS 2022
A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022
On the equivalence of Oja’s algorithm and GROUSE AISTATS 2022
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes AISTATS 2022
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference AISTATS 2022
Cycle Consistent Probability Divergences Across Different Spaces AISTATS 2022
A Bandit Model for Human-Machine Decision Making with Private Information and Opacity AISTATS 2022
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization AISTATS 2022
Approximate Top-$m$ Arm Identification with Heterogeneous Reward Variances AISTATS 2022
On perfectness in Gaussian graphical models AISTATS 2022
Thompson Sampling with a Mixture Prior AISTATS 2022
Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022
Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022
Optimal Compression of Locally Differentially Private Mechanisms AISTATS 2022
Complex Momentum for Optimization in Games AISTATS 2022
Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches AISTATS 2022
Tuning-Free Generalized Hamiltonian Monte Carlo AISTATS 2022
Stochastic Extragradient: General Analysis and Improved Rates AISTATS 2022
Two-Sample Test with Kernel Projected Wasserstein Distance AISTATS 2022