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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)

Incentivizing Evaluation with Peer Prediction and Limited Access to Ground Truth (Extended Abstract) IJCAI 2020
Online Learning in Changing Environments IJCAI 2020
Strategies for Cooperative UAVs Using Model Predictive Control IJCAI 2020
Ddo, a Generic and Efficient Framework for MDD-Based Optimization IJCAI 2020
A Multi-player Game for Studying Federated Learning Incentive Schemes IJCAI 2020
Online Directional Speech Enhancement Using Geometrically Constrained Independent Vector Analysis INTERSPEECH 2020
VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch INTERSPEECH 2020
Intelligibility-Enhancing Speech Modifications — The Hurricane Challenge 2.0 INTERSPEECH 2020
Unsupervised Audio Source Separation Using Generative Priors INTERSPEECH 2020
The Method of Random Directions Optimization for Stereo Audio Source Separation INTERSPEECH 2020
Generalized Minimal Distortion Principle for Blind Source Separation INTERSPEECH 2020
Independent Echo Path Modeling for Stereophonic Acoustic Echo Cancellation INTERSPEECH 2020
Improving Partition-Block-Based Acoustic Echo Canceler in Under-Modeling Scenarios INTERSPEECH 2020
Exploiting Conic Affinity Measures to Design Speech Enhancement Systems Operating in Unseen Noise Conditions INTERSPEECH 2020
Efficient MDI Adaptation for n-Gram Language Models INTERSPEECH 2020
Sparseness-Aware DOA Estimation with Majorization Minimization INTERSPEECH 2020
Spatial Resolution of Early Reflection for Speech and White Noise INTERSPEECH 2020
Acoustic Signal Enhancement Using Relative Harmonic Coefficients: Spherical Harmonics Domain Approach INTERSPEECH 2020
A Low Complexity Algorithm with O(√T) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints JMLR 2020
A Model of Fake Data in Data-driven Analysis JMLR 2020
Universal Latent Space Model Fitting for Large Networks with Edge Covariates JMLR 2020
Lower Bounds for Parallel and Randomized Convex Optimization JMLR 2020
Online Sufficient Dimension Reduction Through Sliced Inverse Regression JMLR 2020
Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information JMLR 2020
On lp-Support Vector Machines and Multidimensional Kernels JMLR 2020