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)

Data Structures for Density Estimation ICML 2023
ClusterFuG: Clustering Fully connected Graphs by Multicut ICML 2023
Toward Large Kernel Models ICML 2023
Constrained Causal Bayesian Optimization ICML 2023
Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data ICML 2023
The Saddle-Point Method in Differential Privacy ICML 2023
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost ICML 2023
Meta Optimal Transport ICML 2023
Paging with Succinct Predictions ICML 2023
Mixing Predictions for Online Metric Algorithms ICML 2023
Principled Acceleration of Iterative Numerical Methods Using Machine Learning ICML 2023
Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime ICML 2023
SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance ICML 2023
On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm ICML 2023
Gradient Descent Converges Linearly for Logistic Regression on Separable Data ICML 2023
Naive imputation implicitly regularizes high-dimensional linear models ICML 2023
Efficient preconditioned stochastic gradient descent for estimation in latent variable models ICML 2023
Linear optimal partial transport embedding ICML 2023
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems ICML 2023
Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures ICML 2023
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes ICML 2023
Robust Budget Pacing with a Single Sample ICML 2023
Dynamic Constrained Submodular Optimization with Polylogarithmic Update Time ICML 2023
User-level Private Stochastic Convex Optimization with Optimal Rates ICML 2023
Individually Fair Learning with One-Sided Feedback ICML 2023