Mini-Batch

الدفعة المصغرة

مجموعة فرعية صغيرة ومحدودة الحجم من البيانات تستخدم لحساب التدرج وتحديث الأوزان دورياً.

Mini-Batch

Also translated asالمجموعة الفرعية، حزمة البيانات الجزئية

First appears in this corpus in: A Stochastic Approximation Method (1951)

Appears in these papers

ImageNet Classification with Deep Convolutional Neural Networks2012 in the sky ✦
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift2015 in the sky ✦
Cyclical Learning Rates for Training Neural Networks2017 in the sky ✦
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks2015 in the sky ✦
Continuous Control with Deep Reinforcement Learning2015 in the sky ✦
Deep Learning2015 in the sky ✦
Deep Reinforcement Learning with Double Q-Learning2016 in the sky ✦
Human-Level Control Through Deep Reinforcement Learning2015 in the sky ✦
Dropout: A Simple Way to Prevent Neural Networks from Overfitting2014 in the sky ✦
FaceNet: A Unified Embedding for Face Recognition and Clustering2015 in the sky ✦
Fast R-CNN2015 in the sky ✦
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks2015 in the sky ✦
Explaining and Harnessing Adversarial Examples2015 in the sky ✦
Google's Neural Machine Translation System: Bridging the Gap Between Human and Machine Translation2016 in the sky ✦
On the Difficulty of Training Recurrent Neural Networks2013 in the sky ✦
Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets2022 in the sky ✦
Hindsight Experience Replay2017 in the sky ✦
Optimizing Neural Networks with Kronecker-Factored Approximate Curvature2015 in the sky ✦
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour2017 in the sky ✦
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour2017 in the sky ✦
mixup: Beyond Empirical Risk Minimization2018 in the sky ✦
Some Methods of Speeding Up the Convergence of Iteration Methods1964 in the sky ✦
A Method for Solving the Convex Programming Problem with Convergence Rate O(1/k²)1983 in the sky ✦
PinSage: Graph Convolutional Neural Networks for Web-Scale Recommender Systems2018 in the sky ✦
Proximal Policy Optimization Algorithms2017 in the sky ✦
RMSProp: Divide the Gradient by a Running Average of Its Recent Magnitude2012 in the sky ✦
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control2023 in the sky ✦
Sequence to Sequence Learning with Neural Networks2014 in the sky ✦
A Stochastic Approximation Method1951 in the sky ✦
Shampoo: Preconditioned Stochastic Tensor Optimization2018 in the sky ✦
Sharpness-Aware Minimization for Efficiently Improving Generalization2021 in the sky ✦
TD3: Addressing Function Approximation Error in Actor-Critic Methods2018 in the sky ✦
Auto-Encoding Variational Bayes2013 in the sky ✦