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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

A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks NIPS 2024
DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction AAAI 2024
Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024
Implicit Bias in Noisy-SGD: With Applications to Differentially Private Training AISTATS 2024
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases NIPS 2024
Gradient Rewiring for Editable Graph Neural Network Training NIPS 2024
Fixed-Weight Difference Target Propagation AAAI 2023
Self-Supervised Primal-Dual Learning for Constrained Optimization AAAI 2023
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm ICML 2023
Robust Training for AC-OPF (Student Abstract) AAAI 2023
Symbolic Discovery of Optimization Algorithms NIPS 2023
Training Transformers with 4-bit Integers NIPS 2023
Backforward Propagation (Student Abstract) AAAI 2023
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training NIPS 2023
Supervised Homography Learning with Realistic Dataset Generation ICCV 2023
Improving training datasets for resource-constrained speaker recognition neural networks INTERSPEECH 2023
On the Convergence of Stochastic Gradient Descent with Bandwidth-based Step Size JMLR 2023
Neural Implicit Surface Evolution ICCV 2023
FRA-RIR: Fast Random Approximation of the Image-source Method INTERSPEECH 2023
A Computationally Efficient Sparsified Online Newton Method NIPS 2023
Learning threshold neurons via edge of stability NIPS 2023
Stable Nonconvex-Nonconcave Training via Linear Interpolation NIPS 2023
You Only Condense Once: Two Rules for Pruning Condensed Datasets NIPS 2023
An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity JMLR 2023
Moccasin: Efficient Tensor Rematerialization for Neural Networks ICML 2023