Mathematics & Optimization
19,283 papers (0 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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8
13
8
24
100
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125
139
182
227
311
530
574
599
676
880
1,053
1,491
1,739
1,880
1,904
2,070
2,345
1,785
517
2000
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Papers (including subtopics)
Scalable Acceleration for Classification-Based Derivative-Free Optimization
AAAI 2025
Scalable Approximation Algorithms for p-Wasserstein Distance and Its Variants
ICML 2025
Scalable Causal Structure Learning via Amortized Conditional Independence Testing
CLeaR 2025
Scalable Decentralized Algorithms for Online Personalized Mean Estimation
AAAI 2025
Scalable Equilibrium Sampling with Sequential Boltzmann Generators
ICML 2025
Scalable First-order Method for Certifying Optimal k-Sparse GLMs
ICML 2025
Scalable Gaussian Processes with Latent Kronecker Structure
ICML 2025
Scalable Graph Classification via Random Walk Fingerprints (Extended Abstract)
IJCAI 2025
Scalable Knowledge Refactoring Using Constrained Optimisation
AAAI 2025
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization (Abstract Reprint)
IJCAI 2025
Scalable Private Partition Selection via Adaptive Weighting
ICML 2025
Scalable Quantum-Inspired Optimization Through Dynamic Qubit Compression
AAAI 2025
Scalable Solutions for Decision-Making Systems Using Explainable Policy Representations
AAAI 2025
Scalable Speed-ups for the SMS-EMOA from a Simple Aging Strategy
IJCAI 2025
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting
ACL 2025
Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation
AAAI 2025
Scaling Probabilistic Circuits via Data Partitioning
UAI 2025
Scenario-Based Robust Optimization of Tree Structures
AAAI 2025
S-CFE: Simple Counterfactual Explanations
AISTATS 2025
SConU: Selective Conformal Uncertainty in Large Language Models
ACL 2025
Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability
JMLR 2025
Score matching for bridges without learning time-reversals
AISTATS 2025
SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations
ICML 2025
Searching for and Avoiding Hidden Sets Using Queries with Local Feedback
AAAI 2025
Search Strategy Generation for Branch and Bound Using Genetic Programming
AAAI 2025