An overview of gradient descent optimization algorithms | Paper Citation Record

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To each route its own ETA: A generative modeling framework for ETA prediction cites this paper.

To each route its own ETA: A generative modeling framework for ETA prediction An overview of gradient descent optimization algorithms

Reference 28

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Deep Neural Network Based Resource Allocation for V2X Communications cites this paper.

Deep Neural Network Based Resource Allocation for V2X Communications An overview of gradient descent optimization algorithms

Reference 18

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A CNN-Based Super-Resolution Technique for Active Fire Detection on Sentinel-2 Data cites this paper.

A CNN-Based Super-Resolution Technique for Active Fire Detection on Sentinel-2 Data An overview of gradient descent optimization algorithms

Reference 24

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Integration of TensorFlow based Acoustic Model with Kaldi WFST Decoder cites this paper.

Integration of TensorFlow based Acoustic Model with Kaldi WFST Decoder An overview of gradient descent optimization algorithms

Reference 28

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Deployable probabilistic programming cites this paper.

Deployable probabilistic programming An overview of gradient descent optimization algorithms

Reference 41

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Incremental Concept Learning via Online Generative Memory Recall cites this paper.

Incremental Concept Learning via Online Generative Memory Recall An overview of gradient descent optimization algorithms

Reference 34

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Learning the Wireless V2I Channels Using Deep Neural Networks cites this paper.

Learning the Wireless V2I Channels Using Deep Neural Networks An overview of gradient descent optimization algorithms

Reference 19

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signADAM: Learning Confidences for Deep Neural Networks cites this paper.

signADAM: Learning Confidences for Deep Neural Networks An overview of gradient descent optimization algorithms

Reference 32

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On Using Machine Learning to Identify Knowledge in API Reference Documentation cites this paper.

On Using Machine Learning to Identify Knowledge in API Reference Documentation An overview of gradient descent optimization algorithms

Reference 34

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Optimize TSK Fuzzy Systems for Classification Problems: Mini-Batch Gradient Descent with Uniform Regularization and Batch Normalization cites this paper.

Optimize TSK Fuzzy Systems for Classification Problems: Mini-Batch Gradient Descent with Uniform Regularization and Batch Normalization An overview of gradient descent optimization algorithms

Reference 16

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Learning Compact Target-Oriented Feature Representations for Visual Tracking cites this paper.

Learning Compact Target-Oriented Feature Representations for Visual Tracking An overview of gradient descent optimization algorithms

Reference 38

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Stress-Plus-X (SPX) Graph Layout cites this paper.

Stress-Plus-X (SPX) Graph Layout An overview of gradient descent optimization algorithms

Reference 31

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BGD-based Adam algorithm for time-domain equalizer in PAM-based optical interconnects cites this paper.

BGD-based Adam algorithm for time-domain equalizer in PAM-based optical interconnects An overview of gradient descent optimization algorithms

Reference 12

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Learn to Compress CSI and Allocate Resources in Vehicular Networks cites this paper.

Learn to Compress CSI and Allocate Resources in Vehicular Networks An overview of gradient descent optimization algorithms

Reference 37

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Cross-Domain Adaptation for Animal Pose Estimation cites this paper.

Cross-Domain Adaptation for Animal Pose Estimation An overview of gradient descent optimization algorithms

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Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks cites this paper.

Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks An overview of gradient descent optimization algorithms

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Finding the right scale of a network: Efficient identification of causal emergence through spectral clustering cites this paper.

Finding the right scale of a network: Efficient identification of causal emergence through spectral clustering An overview of gradient descent optimization algorithms

Reference 16

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Applying machine learning optimization methods to the production of a quantum gas cites this paper.

Applying machine learning optimization methods to the production of a quantum gas An overview of gradient descent optimization algorithms

Reference 44

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Automated Architecture Design for Deep Neural Networks cites this paper.

Automated Architecture Design for Deep Neural Networks An overview of gradient descent optimization algorithms

Reference 43

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Convergence rates for gradient descent in the training of overparameterized artificial neural networks with piecewise affine activation cites this paper.

Convergence rates for gradient descent in the training of overparameterized artificial neural networks with piecewise affine activation An overview of gradient descent optimization algorithms

Reference 25

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Cloudless-Training: A Framework to Improve Efficiency of Geo-Distributed ML Training cites this paper.

Cloudless-Training: A Framework to Improve Efficiency of Geo-Distributed ML Training An overview of gradient descent optimization algorithms

Reference 16

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An Operational Framework for Nonclassicality in Quantum Communication Networks cites this paper.

An Operational Framework for Nonclassicality in Quantum Communication Networks An overview of gradient descent optimization algorithms

Reference 59

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Secret Leak Detection in Software Issue Reports using LLMs: A Comprehensive Evaluation cites this paper.

Secret Leak Detection in Software Issue Reports using LLMs: A Comprehensive Evaluation An overview of gradient descent optimization algorithms

Reference 28

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DEEGITS: Deep Learning based Framework for Measuring Heterogenous Traffic State in Challenging Traffic Scenarios cites this paper.

DEEGITS: Deep Learning based Framework for Measuring Heterogenous Traffic State in Challenging Traffic Scenarios An overview of gradient descent optimization algorithms

Reference 36

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IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis cites this paper.

IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis An overview of gradient descent optimization algorithms

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LEAP:D -- A Novel Prompt-based Approach for Domain-Generalized Aerial Object Detection cites this paper.

LEAP:D -- A Novel Prompt-based Approach for Domain-Generalized Aerial Object Detection An overview of gradient descent optimization algorithms

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Local-Global Attention: An Adaptive Mechanism for Multi-Scale Feature Integration cites this paper.

Local-Global Attention: An Adaptive Mechanism for Multi-Scale Feature Integration An overview of gradient descent optimization algorithms

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Modeling AdaGrad, RMSProp, and Adam with Integro-Differential Equations cites this paper.

Modeling AdaGrad, RMSProp, and Adam with Integro-Differential Equations An overview of gradient descent optimization algorithms

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Distributed Optimization Method Based On Optimal Control cites this paper.

Distributed Optimization Method Based On Optimal Control An overview of gradient descent optimization algorithms

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Improvement in Facial Emotion Recognition using Synthetic Data Generated by Diffusion Model cites this paper.

Improvement in Facial Emotion Recognition using Synthetic Data Generated by Diffusion Model An overview of gradient descent optimization algorithms

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Benchmarking a wide range of optimisers for solving the Fermi-Hubbard model using the variational quantum eigensolver cites this paper.

Benchmarking a wide range of optimisers for solving the Fermi-Hubbard model using the variational quantum eigensolver An overview of gradient descent optimization algorithms

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AmpliNetECG12: A lightweight SoftMax-based relativistic amplitude amplification architecture for 12 lead ECG classification cites this paper.

AmpliNetECG12: A lightweight SoftMax-based relativistic amplitude amplification architecture for 12 lead ECG classification An overview of gradient descent optimization algorithms

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Deep Learning-Based Automatic Delineation of Liver Domes in kV Triggered Images for Online Breath-hold Reproducibility Verification of Liver Stereotactic Body Radiation Therapy cites this paper.

Deep Learning-Based Automatic Delineation of Liver Domes in kV Triggered Images for Online Breath-hold Reproducibility Verification of Liver Stereotactic Body Radiation Therapy An overview of gradient descent optimization algorithms

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Beyond adaptive gradient: Fast-Controlled Minibatch Algorithm for large-scale optimization cites this paper.

Beyond adaptive gradient: Fast-Controlled Minibatch Algorithm for large-scale optimization An overview of gradient descent optimization algorithms

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Search for Higgs boson decays into a $Z$ boson and a light hadronically decaying resonance in $pp$ collisions at $\sqrt{s}$=13 TeV with the ATLAS detector cites this paper.

Search for Higgs boson decays into a $Z$ boson and a light hadronically decaying resonance in $pp$ collisions at $\sqrt{s}$=13 TeV with the ATLAS detector An overview of gradient descent optimization algorithms

Reference 76

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Curvature in the Looking-Glass: Optimal Methods to Exploit Curvature of Expectation in the Loss Landscape cites this paper.

Curvature in the Looking-Glass: Optimal Methods to Exploit Curvature of Expectation in the Loss Landscape An overview of gradient descent optimization algorithms

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Event-based Spiking Neural Networks for Object Detection: A Review of Datasets, Architectures, Learning Rules, and Implementation cites this paper.

Event-based Spiking Neural Networks for Object Detection: A Review of Datasets, Architectures, Learning Rules, and Implementation An overview of gradient descent optimization algorithms

Reference 271

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MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data cites this paper.

MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data An overview of gradient descent optimization algorithms

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Stability of first-order methods in tame optimization cites this paper.

Stability of first-order methods in tame optimization An overview of gradient descent optimization algorithms

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An overview of diffusion models for generative artificial intelligence cites this paper.

An overview of diffusion models for generative artificial intelligence An overview of gradient descent optimization algorithms

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Offline Stochastic Optimization of Black-Box Objective Functions cites this paper.

Offline Stochastic Optimization of Black-Box Objective Functions An overview of gradient descent optimization algorithms

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Stochastic Gradient Estimation for Higher-order Differentiable Rendering cites this paper.

Stochastic Gradient Estimation for Higher-order Differentiable Rendering An overview of gradient descent optimization algorithms

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Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning cites this paper.

Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning An overview of gradient descent optimization algorithms

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Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization cites this paper.

Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization An overview of gradient descent optimization algorithms

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Towards Precision in Bolted Joint Design: A Preliminary Machine Learning-Based Parameter Prediction cites this paper.

Towards Precision in Bolted Joint Design: A Preliminary Machine Learning-Based Parameter Prediction An overview of gradient descent optimization algorithms

Reference 29

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SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization cites this paper.

SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization An overview of gradient descent optimization algorithms

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SEW: Self-calibration Enhanced Whole Slide Pathology Image Analysis cites this paper.

SEW: Self-calibration Enhanced Whole Slide Pathology Image Analysis An overview of gradient descent optimization algorithms

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PGD-Imp: Rethinking and Unleashing Potential of Classic PGD with Dual Strategies for Imperceptible Adversarial Attacks cites this paper.

PGD-Imp: Rethinking and Unleashing Potential of Classic PGD with Dual Strategies for Imperceptible Adversarial Attacks An overview of gradient descent optimization algorithms

Reference 26

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NTC-KWS: Noise-aware CTC for Robust Keyword Spotting cites this paper.

NTC-KWS: Noise-aware CTC for Robust Keyword Spotting An overview of gradient descent optimization algorithms

Reference 32

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Synchronized and Fine-Grained Head for Skeleton-Based Ambiguous Action Recognition cites this paper.

Synchronized and Fine-Grained Head for Skeleton-Based Ambiguous Action Recognition An overview of gradient descent optimization algorithms

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Random Batch Method with Momentum Correction cites this paper.

Random Batch Method with Momentum Correction An overview of gradient descent optimization algorithms

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Real-valued continued fraction of straight lines cites this paper.

Real-valued continued fraction of straight lines An overview of gradient descent optimization algorithms

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Video Domain Incremental Learning for Human Action Recognition in Home Environments cites this paper.

Video Domain Incremental Learning for Human Action Recognition in Home Environments An overview of gradient descent optimization algorithms

Reference 49

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Grams: Gradient Descent with Adaptive Momentum Scaling cites this paper.

Grams: Gradient Descent with Adaptive Momentum Scaling An overview of gradient descent optimization algorithms

Reference 33

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Foxtsage vs. Adam: Revolution or Evolution in Optimization? cites this paper.

Foxtsage vs. Adam: Revolution or Evolution in Optimization? An overview of gradient descent optimization algorithms

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EXAdam: The Power of Adaptive Cross-Moments cites this paper.

EXAdam: The Power of Adaptive Cross-Moments An overview of gradient descent optimization algorithms

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Learning Epidemiological Dynamics via the Finite Expression Method cites this paper.

Learning Epidemiological Dynamics via the Finite Expression Method An overview of gradient descent optimization algorithms

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Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition cites this paper.

Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition An overview of gradient descent optimization algorithms

Reference 33

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Averaged Adam accelerates stochastic optimization in the training of deep neural network approximations for partial differential equation and optimal control problems cites this paper.

Averaged Adam accelerates stochastic optimization in the training of deep neural network approximations for partial differential equation and optimal control problems An overview of gradient descent optimization algorithms

Reference 40

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Modeling Quantum Machine Learning for Genomic Data Analysis cites this paper.

Modeling Quantum Machine Learning for Genomic Data Analysis An overview of gradient descent optimization algorithms

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Metric Learning with Progressive Self-Distillation for Audio-Visual Embedding Learning cites this paper.

Metric Learning with Progressive Self-Distillation for Audio-Visual Embedding Learning An overview of gradient descent optimization algorithms

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Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps An overview of gradient descent optimization algorithms

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Egoistic MDS-based Rigid Body Localization cites this paper.

Egoistic MDS-based Rigid Body Localization An overview of gradient descent optimization algorithms

Reference 32

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Hybrid Firefly-Genetic Algorithm for Single and Multi-dimensional 0-1 Knapsack Problems cites this paper.

Hybrid Firefly-Genetic Algorithm for Single and Multi-dimensional 0-1 Knapsack Problems An overview of gradient descent optimization algorithms

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Task Arithmetic in Trust Region: A Training-Free Model Merging Approach to Navigate Knowledge Conflicts cites this paper.

Task Arithmetic in Trust Region: A Training-Free Model Merging Approach to Navigate Knowledge Conflicts An overview of gradient descent optimization algorithms

Reference 40

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A Post-Processing-Based Fair Federated Learning Framework An overview of gradient descent optimization algorithms

Reference 42

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Mathematical analysis of the gradients in deep learning An overview of gradient descent optimization algorithms

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Automatic Machine Learning Framework to Study Morphological Parameters of AGN Host Galaxies within $z < 1.4$ in the Hyper Supreme-Cam Wide Survey cites this paper.

Automatic Machine Learning Framework to Study Morphological Parameters of AGN Host Galaxies within $z < 1.4$ in the Hyper Supreme-Cam Wide Survey An overview of gradient descent optimization algorithms

Reference 56

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Optimizer-Dependent Generalization Bound for Quantum Neural Networks An overview of gradient descent optimization algorithms

Reference 82

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces cites this paper.

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TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments cites this paper.

TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments An overview of gradient descent optimization algorithms

Reference 48

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Greedy Stein Variational Gradient Descent: An algorithmic approach for wave prospection problems cites this paper.

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Understanding Federated Learning from IID to Non-IID dataset: An Experimental Study cites this paper.

Understanding Federated Learning from IID to Non-IID dataset: An Experimental Study An overview of gradient descent optimization algorithms

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Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting Data An overview of gradient descent optimization algorithms

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Multi-level Supervised Contrastive Learning An overview of gradient descent optimization algorithms

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Probabilistic Artificial Intelligence An overview of gradient descent optimization algorithms

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Position reconstruction and surface background model for the PandaX-4T detector cites this paper.

Position reconstruction and surface background model for the PandaX-4T detector An overview of gradient descent optimization algorithms

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Better Embeddings with Coupled Adam An overview of gradient descent optimization algorithms

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Stochastic Gradient Descent in Non-Convex Problems: Asymptotic Convergence with Relaxed Step-Size via Stopping Time Methods cites this paper.

Stochastic Gradient Descent in Non-Convex Problems: Asymptotic Convergence with Relaxed Step-Size via Stopping Time Methods An overview of gradient descent optimization algorithms

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Spatial Functional Deep Neural Network Model: A New Prediction Algorithm cites this paper.

Spatial Functional Deep Neural Network Model: A New Prediction Algorithm An overview of gradient descent optimization algorithms

Reference 4946

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PC-DeepNet: A GNSS Positioning Error Minimization Framework Using Permutation-Invariant Deep Neural Network cites this paper.

PC-DeepNet: A GNSS Positioning Error Minimization Framework Using Permutation-Invariant Deep Neural Network An overview of gradient descent optimization algorithms

Reference 39

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DNN based HRIRs Identification with a Continuously Rotating Speaker Array cites this paper.

DNN based HRIRs Identification with a Continuously Rotating Speaker Array An overview of gradient descent optimization algorithms

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AlphaGrad: Non-Linear Gradient Normalization Optimizer An overview of gradient descent optimization algorithms

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CGD: Modifying the Loss Landscape by Gradient Regularization cites this paper.

CGD: Modifying the Loss Landscape by Gradient Regularization An overview of gradient descent optimization algorithms

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Gradient-Optimized Fuzzy Classifier: A Benchmark Study Against State-of-the-Art Models cites this paper.

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The effects of Hessian eigenvalue spectral density type on the applicability of Hessian analysis to generalization capability assessment of neural networks An overview of gradient descent optimization algorithms

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Temperature Estimation in Induction Motors using Machine Learning cites this paper.

Temperature Estimation in Induction Motors using Machine Learning An overview of gradient descent optimization algorithms

Reference 17

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Experimental neuromorphic computing based on quantum memristor An overview of gradient descent optimization algorithms

Reference 64

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Performance Study of a Position-sensitive Plastic Scintillator Detector cites this paper.

Performance Study of a Position-sensitive Plastic Scintillator Detector An overview of gradient descent optimization algorithms

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Sharp higher order convergence rates for the Adam optimizer An overview of gradient descent optimization algorithms

Reference 38

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Cooperative Variance Estimation and Bayesian Neural Networks for Disentangling Aleatoric and Epistemic Uncertainties cites this paper.

Cooperative Variance Estimation and Bayesian Neural Networks for Disentangling Aleatoric and Epistemic Uncertainties An overview of gradient descent optimization algorithms

Reference 36

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am-ELO: A Stable Framework for Arena-based LLM Evaluation cites this paper.

am-ELO: A Stable Framework for Arena-based LLM Evaluation An overview of gradient descent optimization algorithms

Reference 44

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Small-Scale-Fading-Aware Resource Allocation in Wireless Federated Learning cites this paper.

Small-Scale-Fading-Aware Resource Allocation in Wireless Federated Learning An overview of gradient descent optimization algorithms

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Neural-network-based longitudinal electric field prediction in nonlinear plasma wakefield accelerators cites this paper.

Neural-network-based longitudinal electric field prediction in nonlinear plasma wakefield accelerators An overview of gradient descent optimization algorithms

Reference 56

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Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows cites this paper.

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows An overview of gradient descent optimization algorithms

Reference 35

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GEORCE: A Fast New Control Algorithm for Computing Geodesics cites this paper.

GEORCE: A Fast New Control Algorithm for Computing Geodesics An overview of gradient descent optimization algorithms

Reference 58

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ICE-Pruning: An Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks cites this paper.

ICE-Pruning: An Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks An overview of gradient descent optimization algorithms

Reference 39

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Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning cites this paper.

Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning An overview of gradient descent optimization algorithms

Reference 63

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A Physics-Inspired Optimizer: Velocity Regularized Adam cites this paper.

A Physics-Inspired Optimizer: Velocity Regularized Adam An overview of gradient descent optimization algorithms

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