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neural network training

309 papers

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Also known as

DNN NNT

Co-occurring keywords

neural network (6616) neural network optimization (1293) stochastic gradient descent (1088) gradient descent (1143) model compression (3283) deep neural network (1801) stochastic optimization (1060) deep learning (2111) batch normalization (222) non-convex optimization (546)

Papers

Momentum Provably Improves Error Feedback! NIPS 2023
Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures NIPS 2023
Intractability of Learning the Discrete Logarithm with Gradient-Based Methods ACML 2023
Training Fully Connected Neural Networks is $\exists\mathbb{R}$-Complete NIPS 2023
Symbolic Discovery of Optimization Algorithms NIPS 2023
Neural Implicit Surface Evolution ICCV 2023
You Only Condense Once: Two Rules for Pruning Condensed Datasets NIPS 2023
Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training NIPS 2023
Training Neural Networks is NP-Hard in Fixed Dimension NIPS 2023
Training Transformers with 4-bit Integers NIPS 2023
Better Loss Landscape Visualization for Deep Neural Networks with Trajectory Information ACML 2023
Provable Data Subset Selection For Efficient Neural Networks Training ICML 2023
Stable Nonconvex-Nonconcave Training via Linear Interpolation NIPS 2023
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training NIPS 2023
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm ICML 2023
Learning threshold neurons via edge of stability NIPS 2023
Fixed-Weight Difference Target Propagation AAAI 2023
Moccasin: Efficient Tensor Rematerialization for Neural Networks ICML 2023
Loss-Curvature Matching for Dataset Selection and Condensation AISTATS 2023
ASkewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks AISTATS 2023
Can Forward Gradient Match Backpropagation? ICML 2023
SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge ICML 2023
Training Deep Surrogate Models with Large Scale Online Learning ICML 2023
Maximal Initial Learning Rates in Deep ReLU Networks ICML 2023
Supervised Homography Learning with Realistic Dataset Generation ICCV 2023