Optimization

Partial Binarization of Neural Networks for Budget-Aware Efficient Learning WACV 2024 Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching CVPR 2024 Pay to (Not) Play: Monetizing Impatience in Mobile Games AAAI 2024 PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion AAAI 2024 PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming ICML 2024 Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams ICML 2024 Peer Neighborhood Mechanisms: A Framework for Mechanism Generalization AAAI 2024 Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds NeurIPS 2024 Peptide Vaccine Design by Evolutionary Multi-Objective Optimization IJCAI 2024 PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator NeurIPS 2024 Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts AAAI 2024 Performative Prediction with Bandit Feedback: Learning through Reparameterization ICML 2024 Periodicity Decoupling Framework for Long-term Series Forecasting ICLR 2024 Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization NeurIPS 2024 Perturb-and-Project: Differentially Private Similarities and Marginals ICML 2024 Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024 Pessimistic Backward Policy for GFlowNets NeurIPS 2024 Pessimistic Off-Policy Multi-Objective Optimization AISTATS 2024 Physically Compatible 3D Object Modeling from a Single Image NeurIPS 2024 Physics-Informed Graph Neural Networks for Water Distribution Systems AAAI 2024 Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification ICML 2024 Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees NeurIPS 2024 Physics-informed Neural Networks with Unknown Measurement Noise L4DC 2024 PIDformer: Transformer Meets Control Theory ICML 2024 Piecewise regression via mixed-integer programming for MPC L4DC 2024