Optimization

Learning to Solve Quadratic Unconstrained Binary Optimization in a Classification Way NeurIPS 2024 Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models AISTATS 2024 Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming AAAI 2024 Learning Ultrametric Trees for Optimal Transport Regression AAAI 2024 Learning What to Monitor: Using Machine Learning to Improve past STL Monitoring IJCAI 2024 Learning with Fitzpatrick Losses NeurIPS 2024 Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency CVPR 2024 Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize AAAI 2024 LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion ACL 2024 Length Optimization in Conformal Prediction NeurIPS 2024 Less is More for Improving Automatic Evaluation of Factual Consistency NAACL 2024 Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024 Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation ICLR 2024 LESS: Selecting Influential Data for Targeted Instruction Tuning ICML 2024 Let's Verify Step by Step ICLR 2024 Leverage Class-Specific Accuracy to Guide Data Generation for Improving Image Classification ICML 2024 Leveraging augmented-Lagrangian techniques for differentiating over infeasible quadratic programs in machine learning ICLR 2024 Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning L4DC 2024 Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design ICLR 2024 Leveraging Optimization for Adaptive Attacks on Image Watermarks ICLR 2024 Leveraging partial stragglers within gradient coding NeurIPS 2024 LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch NeurIPS 2024 Lifelong Event Detection via Optimal Transport EMNLP 2024 Light Schrödinger Bridge ICLR 2024 Lightweight Connective Detection Using Gradient Boosting COLING 2024