Optimization

Learning Optimal Multimodal Information Bottleneck Representations ICML 2025 Learning Optimal Oblique Decision Trees with (Max)SAT IJCAI 2025 Learning Partial Graph Matching via Optimal Partial Transport ICLR 2025 Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation CVPR 2025 Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025 Learning Production-Optimized Congestion Control Selection for Alibaba Cloud CDN NSDI 2025 Learning Randomized Algorithms with Transformers ICLR 2025 Learning Regularization for Graph Inverse Problems AAAI 2025 Learning Set Functions with Implicit Differentiation AAAI 2025 Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport ICLR 2025 Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health MLHC 2025 Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning EMNLP 2025 Learning to Discretize Denoising Diffusion ODEs ICLR 2025 Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025 Learning to Inference Adaptively for Multimodal Large Language Models ICCV 2025 Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs EMNLP 2025 Learning to Match Unpaired Data with Minimum Entropy Coupling ICML 2025 Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge ICML 2025 Learning to Reason from Feedback at Test-Time ACL 2025 Learning to Rewind via Iterative Prediction of Past Weights for Practical Unlearning AAAI 2025 Learning to Sample in Stochastic Optimization UAI 2025 Learning to Search Effective Example Sequences for In-Context Learning NAACL 2025 Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation ICLR 2025 Learning to Solve Differential Equation Constrained Optimization Problems ICLR 2025 Learning to Stop: Deep Learning for Mean Field Optimal Stopping ICML 2025