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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)

Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization AISTATS 2021
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features AISTATS 2021
High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding AISTATS 2021
Budgeted and Non-Budgeted Causal Bandits AISTATS 2021
Equitable and Optimal Transport with Multiple Agents AISTATS 2021
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata AISTATS 2021
Localizing Changes in High-Dimensional Regression Models AISTATS 2021
Corralling Stochastic Bandit Algorithms AISTATS 2021
Rate-improved inexact augmented Lagrangian method for constrained nonconvex optimization AISTATS 2021
vqSGD: Vector Quantized Stochastic Gradient Descent AISTATS 2021
Smooth Bandit Optimization: Generalization to Holder Space AISTATS 2021
Inductive Mutual Information Estimation: A Convex Maximum-Entropy Copula Approach AISTATS 2021
Clustering multilayer graphs with missing nodes AISTATS 2021
Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent AISTATS 2021
Group testing for connected communities AISTATS 2021
Federated Learning with Compression: Unified Analysis and Sharp Guarantees AISTATS 2021
Minimal enumeration of all possible total effects in a Markov equivalence class AISTATS 2021
Hierarchical Clustering in General Metric Spaces using Approximate Nearest Neighbors AISTATS 2021
Reinforcement Learning for Mean Field Games with Strategic Complementarities AISTATS 2021
Cluster Trellis: Data Structures & Algorithms for Exact Inference in Hierarchical Clustering AISTATS 2021
Efficient Interpolation of Density Estimators AISTATS 2021
Shuffled Model of Differential Privacy in Federated Learning AISTATS 2021
Linear Models are Robust Optimal Under Strategic Behavior AISTATS 2021
Continuum-Armed Bandits: A Function Space Perspective AISTATS 2021
One-Sketch-for-All: Non-linear Random Features from Compressed Linear Measurements AISTATS 2021