Optimization

Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets CVPR 2023 Coop: Memory is not a Commodity NeurIPS 2023 Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence AAAI 2023 Coordinate Descent Methods for Fractional Minimization ICML 2023 Coordinating Distributed Example Orders for Provably Accelerated Training NeurIPS 2023 CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection ACL 2023 Correcting discount-factor mismatch in on-policy policy gradient methods ICML 2023 Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes ICML 2023 Corruption-Robust Offline Reinforcement Learning with General Function Approximation NeurIPS 2023 Corruption-Tolerant Algorithms for Generalized Linear Models AAAI 2023 Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference AutoML 2023 Counterfactual Analysis in Dynamic Latent State Models ICML 2023 Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning NeurIPS 2023 CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU AAAI 2023 CP3: Channel Pruning Plug-In for Point-Based Networks CVPR 2023 Critical Points and Convergence Analysis of Generative Deep Linear Networks Trained with Bures-Wasserstein Loss ICML 2023 Critic Sequential Monte Carlo ICLR 2023 Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-identification AAAI 2023 CS4ML: A general framework for active learning with arbitrary data based on Christoffel functions NeurIPS 2023 CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels NeurIPS 2023 CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness AAAI 2023 c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization IJCAI 2023 CUF: Continuous Upsampling Filters CVPR 2023 CUNI at WMT23 General Translation Task: MT and a Genetic Algorithm EMNLP 2023 Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NeurIPS 2023