convergence speed

The PID Controller Strikes Back: Classical Controller Helps Mitigate Barren Plateaus in Noisy Variational Quantum Circuits L4DC 2026 Improved Noise Schedule for Diffusion Training ICCV 2025 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance AAAI 2025 Physics-informed Kernel Learning JMLR 2025 Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis ICLR 2025 Taming LLMs with Gradient Grouping ACL 2025 Efficient Joint Bemforming and Acoustic Echo Cancellation Structure for Conference Call Scenarios Interspeech 2024 Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame NeurIPS 2024 HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links NeurIPS 2024 In Search of a Data Transformation That Accelerates Neural Field Training CVPR 2024 LoRA-GA: Low-Rank Adaptation with Gradient Approximation NeurIPS 2024 Low Complexity Echo Delay Estimator Based on Binarized Feature Matching Interspeech 2024 MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks NeurIPS 2024 Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning ICML 2024 Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024 Why Go Full? Elevating Federated Learning Through Partial Network Updates NeurIPS 2024 Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training JMLR 2024 Backforward Propagation (Student Abstract) AAAI 2023 Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU Supervision CVPR 2023 DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks AAAI 2023 Investigating Pre-trained Audio Encoders in the Low-Resource Condition Interspeech 2023 Poseidon: Efficient, Robust, and Practical Datacenter CC via Deployable INT NSDI 2023 Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping EMNLP 2022 SCALoss: Side and Corner Aligned Loss for Bounding Box Regression AAAI 2022 Symmetry Teleportation for Accelerated Optimization NeurIPS 2022