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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)

Learning to compute Gröbner bases NIPS 2024
Neural Persistence Dynamics NIPS 2024
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs NIPS 2024
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness NIPS 2024
Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks NIPS 2024
Spiking Graph Neural Network on Riemannian Manifolds NIPS 2024
Contextual Multinomial Logit Bandits with General Value Functions NIPS 2024
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage NIPS 2024
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models NIPS 2024
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks NIPS 2024
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences NIPS 2024
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach NIPS 2024
Advection Augmented Convolutional Neural Networks NIPS 2024
Extensive-Form Game Solving via Blackwell Approachability on Treeplexes NIPS 2024
Quantum Algorithms for Non-smooth Non-convex Optimization NIPS 2024
Automatic Outlier Rectification via Optimal Transport NIPS 2024
Time-Constrained Robust MDPs NIPS 2024
Randomized Strategic Facility Location with Predictions NIPS 2024
Mutli-Armed Bandits with Network Interference NIPS 2024
On the Computational Complexity of Private High-dimensional Model Selection NIPS 2024
Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction NIPS 2024
Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications NIPS 2024
Polyhedral Complex Derivation from Piecewise Trilinear Networks NIPS 2024
Differentiable Quantum Computing for Large-scale Linear Control NIPS 2024
Fair Online Bilateral Trade NIPS 2024