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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)

On the Role of Sparsity and DAG Constraints for Learning Linear DAGs NIPS 2020
Distributed Newton Can Communicate Less and Resist Byzantine Workers NIPS 2020
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees NIPS 2020
Hybrid Models for Learning to Branch NIPS 2020
Truthful Data Acquisition via Peer Prediction NIPS 2020
Precise expressions for random projections: Low-rank approximation and randomized Newton NIPS 2020
Decentralized Accelerated Proximal Gradient Descent NIPS 2020
Making Non-Stochastic Control (Almost) as Easy as Stochastic NIPS 2020
Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization NIPS 2020
Choice Bandits NIPS 2020
A Tight Lower Bound and Efficient Reduction for Swap Regret NIPS 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NIPS 2020
Weak Form Generalized Hamiltonian Learning NIPS 2020
One Ring to Rule Them All: Certifiably Robust Geometric Perception with Outliers NIPS 2020
Revisiting Frank-Wolfe for Polytopes: Strict Complementarity and Sparsity NIPS 2020
Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev NIPS 2020
Content Provider Dynamics and Coordination in Recommendation Ecosystems NIPS 2020
Hedging in games: Faster convergence of external and swap regrets NIPS 2020
Time-Reversal Symmetric ODE Network NIPS 2020
Provable Overlapping Community Detection in Weighted Graphs NIPS 2020
Fast Unbalanced Optimal Transport on a Tree NIPS 2020
Acceleration with a Ball Optimization Oracle NIPS 2020
Linear-Sample Learning of Low-Rank Distributions NIPS 2020
COPT: Coordinated Optimal Transport on Graphs NIPS 2020
Effective Dimension Adaptive Sketching Methods for Faster Regularized Least-Squares Optimization NIPS 2020