Optimization

Nonconvex Linear System Identification with Minimal State Representation L4DC 2025 Non-convex matrix sensing: Breaking the quadratic rank barrier in the sample complexity Extended Abstract COLT 2025 Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning JMLR 2025 Non-Convex Tensor Recovery from Local Measurements AAAI 2025 Nonconvex Theory of M-estimators with Decomposable Regularizers ICML 2025 Nonlinearly Preconditioned Gradient Methods under Generalized Smoothness ICML 2025 Non-myopic Generation of Language Models for Reasoning and Planning ICLR 2025 Non-stationary Online Learning for Curved Losses: Improved Dynamic Regret via Mixability ICML 2025 Non-stochastic Bandits With Evolving Observations ALT 2025 No Preference Left Behind: Group Distributional Preference Optimization ICLR 2025 No-Regret is not enough! Bandits with General Constraints through Adaptive Regret Minimization ICML 2025 No Regret Reinforcement Learning Algorithms for Online Scheduling with Multi-Stage Tasks IJCAI 2025 NormAL LoRA: What is the perfect size? EMNLP 2025 Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models NAACL 2025 Not All Wrong is Bad: Using Adversarial Examples for Unlearning ICML 2025 NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning EMNLP 2025 NS4S: Neighborhood Search for Scheduling Problems Via Large Language Models IJCAI 2025 NSU_MILab at BLP-2025 Task 1: Decoding Bangla Hate Speech: Fine-Grained Type and Target Detection via Transformer Ensembles AACL 2025 NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval ICLR 2025 Number Theoretic Accelerated Learning of Physics-Informed Neural Networks AAAI 2025 OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference ICLR 2025 OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models ICLR 2025 ODE-based Smoothing Neural Network for Reinforcement Learning Tasks ICLR 2025 Offline Learning for Combinatorial Multi-armed Bandits ICML 2025 Offline Model-Based Optimization by Learning to Rank ICLR 2025