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Optimization

14207 directly classified papers

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A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025
Rajomon: Decentralized and Coordinated Overload Control for Latency-Sensitive Microservices NSDI 2025
Extending Temperature Scaling with Homogenizing Maps JMLR 2025
Direct Prompt Optimization with Continuous Representations ACL 2025
Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization ACL 2025
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement WACV 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025
Stabilizing Sharpness-Aware Minimization Through A Simple Renormalization Strategy JMLR 2025
TaCOS: Task-Specific Camera Optimization with Simulation WACV 2025
Unlocking ECMP Programmability for Precise Traffic Control NSDI 2025
Making Serverless Pay-For-Use a Reality with Leopard NSDI 2025
Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025
On the Convergence of Projected Policy Gradient for Any Constant Step Sizes JMLR 2025
Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning ACL 2025
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads NSDI 2025
Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning NSDI 2025
PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models ACL 2025
Precise Integral in NeRFs: Overcoming the Approximation Errors of Numerical Quadrature WACV 2025
Learning Production-Optimized Congestion Control Selection for Alibaba Cloud CDN NSDI 2025
Label Augmented Dataset Distillation WACV 2025
Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization COLING 2025
Taming LLMs with Gradient Grouping ACL 2025
Mirage: A Multi-Level Superoptimizer for Tensor Programs OSDI 2025
Data Generation for Hardware-Friendly Post-Training Quantization WACV 2025