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Code Code Available 0Kronecker Determinantal Point Processes May 26, 2016 Point Processes Stochastic Optimization
Code Code Available 0k-sums: another side of k-means May 19, 2020 Clustering Stochastic Optimization
Code Code Available 0AdaGrad stepsizes: Sharp convergence over nonconvex landscapes Jun 5, 2018 Stochastic Optimization
Code Code Available 0Domain-independent Dominance of Adaptive Methods Dec 4, 2019 image-classification Image Classification
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Code Code Available 0Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization Feb 20, 2019 Stochastic Optimization
Code Code Available 0Online Forecasting of Total-Variation-bounded Sequences Jun 8, 2019 Stochastic Optimization
Code Code Available 0DP-LSSGD: A Stochastic Optimization Method to Lift the Utility in Privacy-Preserving ERM Jun 28, 2019 Privacy Preserving Stochastic Optimization
Code Code Available 0Beyond Discretization: Learning the Optimal Solution Path Oct 18, 2024 Stochastic Optimization
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Code Code Available 0Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence Feb 24, 2022 Information Retrieval Retrieval
Code Code Available 0Barzilai-Borwein Step Size for Stochastic Gradient Descent May 13, 2016 Stochastic Optimization
Code Code Available 0Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance Jun 6, 2024 Stochastic Optimization
Code Code Available 0SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques Sep 2, 2016 Stochastic Optimization
Code Code Available 0ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE Jul 20, 2021 Data Augmentation Density Estimation
Code Code Available 0Stochastic Optimization-Aided Energy-Efficient Information Collection in Internet of Underwater Things Networks Jun 10, 2021 Stochastic Optimization
Code Code Available 0Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks May 23, 2016 Model-based Reinforcement Learning reinforcement-learning
Code Code Available 0Quasi-hyperbolic momentum and Adam for deep learning Oct 16, 2018 Deep Learning Stochastic Optimization
Code Code Available 0Quasi-Monte Carlo for 3D Sliced Wasserstein Sep 21, 2023 Stochastic Optimization Style Transfer
Code Code Available 0Continuous-time Models for Stochastic Optimization Algorithms Oct 5, 2018 Stochastic Optimization
Code Code Available 0Learning Deep Embeddings with Histogram Loss Nov 2, 2016 Stochastic Optimization
Code Code Available 0Continual Multi-task Gaussian Processes Oct 31, 2019 Bayesian Inference Continual Learning
Code Code Available 0Learning From Scenarios for Stochastic Repairable Scheduling Dec 6, 2023 Scheduling Stochastic Optimization
Code Code Available 0A PID Controller Approach for Stochastic Optimization of Deep Networks Jun 1, 2018 Stochastic Optimization
Code Code Available 0Trajectory-Based Off-Policy Deep Reinforcement Learning May 14, 2019 continuous-control Continuous Control
Code Code Available 0Surrogate Losses for Online Learning of Stepsizes in Stochastic Non-Convex Optimization Jan 25, 2019 Stochastic Optimization
Code Code Available 0Bandit Structured Prediction for Neural Sequence-to-Sequence Learning Apr 21, 2017 Domain Adaptation Machine Translation
Code Code Available 0Unbiased MLMC stochastic gradient-based optimization of Bayesian experimental designs May 18, 2020 Experimental Design Stochastic Optimization
Code Code Available 0Effectively Leveraging Momentum Terms in Stochastic Line Search Frameworks for Fast Optimization of Finite-Sum Problems Nov 11, 2024 Stochastic Optimization
Code Code Available 0Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds Jun 4, 2024 Stochastic Optimization
Code Code Available 0Learning Solutions of Stochastic Optimization Problems with Bayesian Neural Networks Jun 5, 2024 Stochastic Optimization
Code Code Available 0Coupled generator decomposition for fusion of electro- and magnetoencephalography data Mar 2, 2024 EEG Stochastic Optimization
Code Code Available 0SVGD: A Virtual Gradients Descent Method for Stochastic Optimization Jul 9, 2019 Stochastic Optimization
Code Code Available 0Subsampled Ensemble Can Improve Generalization Tail Exponentially May 23, 2024 Ensemble Learning Stochastic Optimization
Code Code Available 0Online Variance Reduction for Stochastic Optimization Feb 13, 2018 Stochastic Optimization
Code Code Available 0Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method May 18, 2025 Riemannian optimization Stochastic Optimization
Code Code Available 0Online Variance Reduction with Mixtures Mar 29, 2019 Stochastic Optimization
Code Code Available 0Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations Sep 27, 2022 counterfactual Diversity
Code Code Available 0AdaSub: Stochastic Optimization Using Second-Order Information in Low-Dimensional Subspaces Oct 30, 2023 Management Second-order methods
Code Code Available 0End-to-End Learning for Stochastic Optimization: A Bayesian Perspective Jun 7, 2023 Stochastic Optimization
Code Code Available 0Better SGD using Second-order Momentum Mar 4, 2021 Stochastic Optimization
Code Code Available 0Semiparametric Counterfactual Regression Apr 3, 2025 counterfactual Decision Making
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