Optimization

Learning Versatile Neural Architectures by Propagating Network Codes ICLR 2022 Learning what to remember ALT 2022 LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation ICML 2022 Less-forgetting Multi-lingual Fine-tuning NeurIPS 2022 Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence JMLR 2022 Let the Model Decide its Curriculum for Multitask Learning NAACL 2022 Leveraging Inter-Layer Dependency for Post -Training Quantization NeurIPS 2022 Lidar Line Selection with Spatially-Aware Shapley Value for Cost-Efficient Depth Completion CoRL 2022 LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation EMNLP 2022 Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent ICML 2022 Linear Combinatorial Semi-Bandit with Causally Related Rewards IJCAI 2022 Linear Complexity Randomized Self-attention Mechanism ICML 2022 Linearizing Transformer with Key-Value Memory EMNLP 2022 Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs ICML 2022 Lipschitz-constrained Unsupervised Skill Discovery ICLR 2022 Listwise Learning to Rank Based on Approximate Rank Indicators AAAI 2022 LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NeurIPS 2022 Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022 Local Bayesian optimization via maximizing probability of descent NeurIPS 2022 Locality-Sensitive Hashing for Long Context Neural Machine Translation ACL 2022 Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning CVPR 2022 Local Linear Convergence of Douglas-Rachford for Linear Programming: a Probabilistic Analysis ICML 2022 Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time AISTATS 2022 Local Similarity Pattern and Cost Self-Reassembling for Deep Stereo Matching Networks AAAI 2022 Local-to-global learning for iterative training of production SLU models on new features NAACL 2022