Optimization

Finite-Time Convergence Rates of Decentralized Local Markovian Stochastic Approximation IJCAI 2024 FIRE: A Dataset for Financial Relation Extraction NAACL 2024 First-Order Methods for Linearly Constrained Bilevel Optimization NeurIPS 2024 First-Order Minimax Bilevel Optimization NeurIPS 2024 Fisher Flow Matching for Generative Modeling over Discrete Data NeurIPS 2024 Fitting Flats to Flats CVPR 2024 Fixed Pattern Noise Removal for Multi-View Single-Sensor Infrared Camera WACV 2024 Fixed Point Diffusion Models CVPR 2024 Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization ICLR 2024 Flatness-Aware Gradient Descent for Safe Conversational AI NAACL 2024 Flatness-aware Sequential Learning Generates Resilient Backdoors ECCV 2024 Fleet Supervisor Allocation: A Submodular Maximization Approach CoRL 2024 FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) AAAI 2024 FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework AAAI 2024 FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations NeurIPS 2024 FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024 Flow to Better: Offline Preference-based Reinforcement Learning via Preferred Trajectory Generation ICLR 2024 FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NeurIPS 2024 Focus on Hiders: Exploring Hidden Threats for Enhancing Adversarial Training CVPR 2024 Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective AAAI 2024 Forward χ^2 Divergence Based Variational Importance Sampling ICLR 2024 FOSI: Hybrid First and Second Order Optimization ICLR 2024 Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling JMLR 2024 Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels EACL 2024 FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation ACL 2024