gradient estimation

Conformal Risk Minimization with Variance Reduction UAI 2026 Dynamic Momentum Recalibration in Online Gradient Learning CVPR 2026 Enhancing DPSGD via Per-Sample Momentum and Low-Pass Filtering AAAI 2026 Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks AAAI 2026 Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-tuning AAAI 2026 Memory-Efficient Structured Backpropagation for On-Device LLM Fine-Tuning ACL 2026 T-SKM-Net: Trainable Neural Network Framework for Linear Constraint Satisfaction via Sampling Kaczmarz-Motzkin Method AAAI 2026 Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models EACL 2026 Accelerated training through iterative gradient propagation along the residual path ICLR 2025 Boosting Ray Search Procedure of Hard-label Attacks with Transfer-based Priors ICLR 2025 Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation AAAI 2025 Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures ICLR 2025 FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation ICML 2025 Implicit Subgraph Neural Network ICML 2025 LimaCost: Data Valuation for Instruction Tuning of Large Language Models EMNLP 2025 Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation EMNLP 2025 Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices EMNLP 2025 MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines EMNLP 2025 MUZO: Leveraging Multiple Queries and Momentum for Zeroth-Order Fine-Tuning of Large Language Models EMNLP 2025 On Corruption-Robustness in Performative Reinforcement Learning AAAI 2025 On the Inherent Privacy of Zeroth-Order Projected Gradient Descent AISTATS 2025 Robustness of Quantum Algorithms for Nonconvex Optimization ICLR 2025 SFESS: Score Function Estimators for k-Subset Sampling ICLR 2025 Sharpness-aware Zeroth-order Optimization for Graph Transformers IJCAI 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025