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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)

Computing epidemic metrics with edge differential privacy AISTATS 2024
Consistency of Dictionary-Based Manifold Learning AISTATS 2024
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning AISTATS 2024
Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate AISTATS 2024
Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024
Soft-constrained Schrödinger Bridge: a Stochastic Control Approach AISTATS 2024
Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion AISTATS 2024
Gibbs-Based Information Criteria and the Over-Parameterized Regime AISTATS 2024
Fast Fourier Bayesian Quadrature AISTATS 2024
Sample Efficient Learning of Factored Embeddings of Tensor Fields AISTATS 2024
autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm AISTATS 2024
Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints AISTATS 2024
Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024
Adaptive Federated Minimax Optimization with Lower Complexities AISTATS 2024
On the price of exact truthfulness in incentive-compatible online learning with bandit feedback: a regret lower bound for WSU-UX AISTATS 2024
Sharpened Lazy Incremental Quasi-Newton Method AISTATS 2024
SDEs for Minimax Optimization AISTATS 2024
Parameter-Agnostic Optimization under Relaxed Smoothness AISTATS 2024
Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases AISTATS 2024
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs AISTATS 2024
Testing exchangeability by pairwise betting AISTATS 2024
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption ALT 2024
The Attractor of the Replicator Dynamic in Zero-Sum Games ALT 2024
Tight Bounds for Local Glivenko-Cantelli ALT 2024
Dueling Optimization with a Monotone Adversary ALT 2024