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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)

The Value of Information When Deciding What to Learn NIPS 2021
A Kernel-based Test of Independence for Cluster-correlated Data NIPS 2021
Efficient methods for Gaussian Markov random fields under sparse linear constraints NIPS 2021
Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics NIPS 2021
The Many Faces of Adversarial Risk NIPS 2021
Differentiable Quality Diversity NIPS 2021
An Online Method for A Class of Distributionally Robust Optimization with Non-convex Objectives NIPS 2021
Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions NIPS 2021
Distributed Zero-Order Optimization under Adversarial Noise NIPS 2021
Escaping Saddle Points with Compressed SGD NIPS 2021
Online Learning in Periodic Zero-Sum Games NIPS 2021
Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems NIPS 2021
Faster Matchings via Learned Duals NIPS 2021
Online learning in MDPs with linear function approximation and bandit feedback. NIPS 2021
Efficient Mirror Descent Ascent Methods for Nonsmooth Minimax Problems NIPS 2021
Modality-Agnostic Topology Aware Localization NIPS 2021
Revenue maximization via machine learning with noisy data NIPS 2021
Parallelizing Thompson Sampling NIPS 2021
Few-Shot Data-Driven Algorithms for Low Rank Approximation NIPS 2021
Asymptotics of the Bootstrap via Stability with Applications to Inference with Model Selection NIPS 2021
Dynamic influence maximization NIPS 2021
Stochastic Bias-Reduced Gradient Methods NIPS 2021
Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path NIPS 2021
Selective Sampling for Online Best-arm Identification NIPS 2021
Multi-task Learning of Order-Consistent Causal Graphs NIPS 2021