conftrace_
← Topics

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

1
23
162
566
1706
801
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Online Distribution Learning with Local Privacy Constraints AISTATS 2024
Delegating Data Collection in Decentralized Machine Learning AISTATS 2024
Efficient Quantum Agnostic Improper Learning of Decision Trees AISTATS 2024
Graph Partitioning with a Move Budget AISTATS 2024
On Ranking-based Tests of Independence AISTATS 2024
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024
AsGrad: A Sharp Unified Analysis of Asynchronous-SGD Algorithms AISTATS 2024
Directional Optimism for Safe Linear Bandits AISTATS 2024
Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization AISTATS 2024
Exploration via linearly perturbed loss minimisation AISTATS 2024
A General Algorithm for Solving Rank-one Matrix Sensing AISTATS 2024
The Solution Path of SLOPE AISTATS 2024
Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization AISTATS 2024
A Unified Framework for Discovering Discrete Symmetries AISTATS 2024
Recovery Guarantees for Distributed-OMP AISTATS 2024
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024
Breaking the Heavy-Tailed Noise Barrier in Stochastic Optimization Problems AISTATS 2024
Adaptive Quasi-Newton and Anderson Acceleration Framework with Explicit Global (Accelerated) Convergence Rates AISTATS 2024
Learning-Based Algorithms for Graph Searching Problems AISTATS 2024
Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization AISTATS 2024
Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024
Robust Sparse Voting AISTATS 2024
Data-Adaptive Probabilistic Likelihood Approximation for Ordinary Differential Equations AISTATS 2024
Fairness in Submodular Maximization over a Matroid Constraint AISTATS 2024
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials AISTATS 2024