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Optimization

12,959 papers (55 classified directly here)

Subtopics

Continuous Optimization (3,907) Stochastic Methods (2,788) Combinatorial Optimization (2,409) Online Algorithms (2,192) Optimization (1,207) Game Theory (944) Discrete Optimization (705) Convex Optimization (591) Optimal Transport (369) Sparse Optimization (347) Optimal Control (225) Global Optimization (190) Distributed Learning (157) Multi-Objective Optimization (125) Approximation Algorithms (110) Bayesian Optimization (100) Distributed Optimization (99) Theory (98) Non-Convex Optimization (76) Kernel Methods (73) Compressed Sensing (72) Robust Optimization (70) Evolutionary Algorithm (58) Linear Programming (43) Algorithms (10) Algorithm (10) Integer Programming (9) Submodular Optimization (9) Matrix Completion (8) Bilevel Optimization (8) Tensor Decomposition (6) Regularization (5)

Papers per year

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Papers (including subtopics)

Efficient Symmetric Norm Regression via Linear Sketching NIPS 2019
List-decodable Linear Regression NIPS 2019
The Implicit Metropolis-Hastings Algorithm NIPS 2019
Optimal Analysis of Subset-Selection Based L_p Low-Rank Approximation NIPS 2019
Max-value Entropy Search for Multi-Objective Bayesian Optimization NIPS 2019
Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors NIPS 2019
Categorized Bandits NIPS 2019
Learning Multiple Markov Chains via Adaptive Allocation NIPS 2019
GENO -- GENeric Optimization for Classical Machine Learning NIPS 2019
Shadowing Properties of Optimization Algorithms NIPS 2019
Decentralized Cooperative Stochastic Bandits NIPS 2019
A Robust Non-Clairvoyant Dynamic Mechanism for Contextual Auctions NIPS 2019
Learning Hawkes Processes from a handful of events NIPS 2019
UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization NIPS 2019
Blocking Bandits NIPS 2019
Discriminator optimal transport NIPS 2019
Hierarchical Optimal Transport for Document Representation NIPS 2019
Sequential Experimental Design for Transductive Linear Bandits NIPS 2019
The Parameterized Complexity of Cascading Portfolio Scheduling NIPS 2019
Non-Asymptotic Pure Exploration by Solving Games NIPS 2019
SySCD: A System-Aware Parallel Coordinate Descent Algorithm NIPS 2019
Decentralized sketching of low rank matrices NIPS 2019
Estimating Entropy of Distributions in Constant Space NIPS 2019
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression NIPS 2019
Solving graph compression via optimal transport NIPS 2019