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Stochastic Methods

2,788 papers

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Papers

Majority Vote in Social Networks: Make Random Friends or Be Stubborn to Overpower Elites IJCAI 2021
Efficiently Explaining CSPs with Unsatisfiable Subset Optimization IJCAI 2021
Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular Functions IJCAI 2021
Bounded-cost Search Using Estimates of Uncertainty IJCAI 2021
Modeling Precomputation In Games Played Under Computational Constraints IJCAI 2021
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization IJCAI 2021
Thompson Sampling for Bandits with Clustered Arms IJCAI 2021
On the Convergence of Stochastic Compositional Gradient Descent Ascent Method IJCAI 2021
Riemannian Stochastic Recursive Momentum Method for non-Convex Optimization IJCAI 2021
Epsilon Best Arm Identification in Spectral Bandits IJCAI 2021
SHPOS: A Theoretical Guaranteed Accelerated Particle Optimization Sampling Method IJCAI 2021
Online Risk-Averse Submodular Maximization IJCAI 2021
Evolutionary Gradient Descent for Non-convex Optimization IJCAI 2021
Secure Deep Graph Generation with Link Differential Privacy IJCAI 2021
Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization IJCAI 2021
Stochastic Probing with Increasing Precision IJCAI 2021
Non-Parametric Stochastic Sequential Assignment With Random Arrival Times IJCAI 2021
Partition Function Estimation: A Quantitative Study IJCAI 2021
Simple induction of (deterministic) probabilistic finite-state automata for phonotactics by stochastic gradient descent IJCNLP 2021
System Performance as a Function of Calibration Methods, Sample Size and Sampling Variability in Likelihood Ratio-Based Forensic Voice Comparison INTERSPEECH 2021
Joint Online Multichannel Acoustic Echo Cancellation, Speech Dereverberation and Source Separation INTERSPEECH 2021
A Partitioned-Block Frequency-Domain Adaptive Kalman Filter for Stereophonic Acoustic Echo Cancellation INTERSPEECH 2021
Reliable Intensity Vector Selection for Multi-Source Direction-of-Arrival Estimation Using a Single Acoustic Vector Sensor INTERSPEECH 2021
Far-Field Speaker Localization and Adaptive GLMB Tracking INTERSPEECH 2021
The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models JMLR 2021