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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)

Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition ACL 2024
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection ACL 2024
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024
When is a Language Process a Language Model? ACL 2024
AdaLomo: Low-memory Optimization with Adaptive Learning Rate ACL 2024
Analysing and Validating Language Complexity Metrics Across South American Indigenous Languages ACL 2024
Diachronic change in verb usage statistics predicts differences in sentence processing across the lifespan ACL 2024
The Metronome Approach to Sanskrit Meter: Analysis for the Rigveda ACL 2024
Scalable Higher-Order Tensor Product Spline Models AISTATS 2024
Fair k-center Clustering with Outliers AISTATS 2024
A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization AISTATS 2024
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024
Identifying Copeland Winners in Dueling Bandits with Indifferences AISTATS 2024
Fast Dynamic Sampling for Determinantal Point Processes AISTATS 2024
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes AISTATS 2024
On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation AISTATS 2024
Breaking isometric ties and introducing priors in Gromov-Wasserstein distances AISTATS 2024
DNNLasso: Scalable Graph Learning for Matrix-Variate Data AISTATS 2024
Fast 1-Wasserstein distance approximations using greedy strategies AISTATS 2024
Pure Exploration in Bandits with Linear Constraints AISTATS 2024
Multi-armed bandits with guaranteed revenue per arm AISTATS 2024
Constant or Logarithmic Regret in Asynchronous Multiplayer Bandits with Limited Communication AISTATS 2024
Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024
Faster Convergence with MultiWay Preferences AISTATS 2024
The Galerkin method beats Graph-Based Approaches for Spectral Algorithms AISTATS 2024