Optimization

Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization UAI 2025 Findings of the IWSLT 2025 Evaluation Campaign ACL 2025 Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization ACL 2025 Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness ICML 2025 Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems JMLR 2025 Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization ACL 2025 FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving ACL 2025 Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design ICLR 2025 Fine-tuning with Reserved Majority for Noise Reduction ICLR 2025 Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025 Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning ICML 2025 FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025 FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining EMNLP 2025 First-Order Federated Bilevel Learning AAAI 2025 Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator ICML 2025 FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain ICML 2025 FISTAPruner: Layer-wise Post-training Pruning for Large Language Models EMNLP 2025 Fitting Networks with a Cancellation Trick ICLR 2025 Fixed-Confidence Multiple Change Point Identification under Bandit Feedback ICML 2025 Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function ICML 2025 Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification ICML 2025 FlagEval-Arena: A Side-by-Side Comparative Evaluation Platform for Large Language Models and Text-Driven AIGC ACL 2025 FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series EMNLP 2025 Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond ICLR 2025 FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware ICLR 2025