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mini-batch gradient descent

7 papers

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Co-occurring keywords · papers mentioning both

communication efficiency (2) neural network training (2) stochastic gradient descent (2) stochastic optimization (2) shrinkage (1) sample cross-covariance matrix (1) streaming batch gradient (1) rank-k approximation (1) energy efficient hardware (1) min-max optimality (1)

Papers

Error dynamics of mini-batch gradient descent with random reshuffling for least squares regression ALT 2025 The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication COLT 2024 Deterministic Mini-batch Sequencing for Training Deep Neural Networks AAAI 2021 Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract) AAAI 2020 Continuous-time Models for Stochastic Optimization Algorithms NeurIPS 2019 Local SGD Converges Fast and Communicates Little ICLR 2019 Submodular Batch Selection for Training Deep Neural Networks IJCAI 2019