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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)

Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion NIPS 2024
Learning to Understand: Identifying Interactions via the Möbius Transform NIPS 2024
Private Geometric Median NIPS 2024
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NIPS 2024
Gradient-based Discrete Sampling with Automatic Cyclical Scheduling NIPS 2024
Model Collapse Demystified: The Case of Regression NIPS 2024
Metric Transforms and Low Rank Representations of Kernels for Fast Attention NIPS 2024
Controlling Continuous Relaxation for Combinatorial Optimization NIPS 2024
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks NIPS 2024
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts NIPS 2024
Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors NIPS 2024
Sample-efficient Bayesian Optimisation Using Known Invariances NIPS 2024
Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting NIPS 2024
Online Control with Adversarial Disturbance for Continuous-time Linear Systems NIPS 2024
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression NIPS 2024
Error Analysis of Spherically Constrained Least Squares Reformulation in Solving the Stackelberg Prediction Game NIPS 2024
Learning Macroscopic Dynamics from Partial Microscopic Observations NIPS 2024
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation NIPS 2024
Gradients of Functions of Large Matrices NIPS 2024
Monte Carlo Tree Search based Space Transfer for Black Box Optimization NIPS 2024
Efficient Centroid-Linkage Clustering NIPS 2024
Probabilistic size-and-shape functional mixed models NIPS 2024
Interpolating Item and User Fairness in Multi-Sided Recommendations NIPS 2024
Communication Bounds for the Distributed Experts Problem NIPS 2024
Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint NIPS 2024