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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)

High-Dimensional Bayesian Optimization via Tree-Structured Additive Models AAAI 2021
Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size AAAI 2021
Graph Game Embedding AAAI 2021
Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks AAAI 2021
Storage Fit Learning with Feature Evolvable Streams AAAI 2021
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization AAAI 2021
Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular Maximization AAAI 2021
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem AAAI 2021
Sublinear Classical and Quantum Algorithms for General Matrix Games AAAI 2021
Online Optimal Control with Affine Constraints AAAI 2021
Stochastic Graphical Bandits with Adversarial Corruptions AAAI 2021
Stochastic Bandits with Graph Feedback in Non-Stationary Environments AAAI 2021
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices AAAI 2021
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport AAAI 2021
Composite Adversarial Attacks AAAI 2021
Physarum Powered Differentiable Linear Programming Layers and Applications AAAI 2021
Lenient Regret for Multi-Armed Bandits AAAI 2021
Discovering Fully Oriented Causal Networks AAAI 2021
Improved Mutual Information Estimation AAAI 2021
Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent AAAI 2021
Game of Gradients: Mitigating Irrelevant Clients in Federated Learning AAAI 2021
5* Knowledge Graph Embeddings with Projective Transformations AAAI 2021
Minimum Robust Multi-Submodular Cover for Fairness AAAI 2021
An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021
Top-k Ranking Bayesian Optimization AAAI 2021