Optimization

Combinatorial Blocking Bandits with Stochastic Delays ICML 2021 Combinatorial Learning of Graph Edit Distance via Dynamic Embedding CVPR 2021 Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback AAAI 2021 Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces NeurIPS 2021 Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning ICML 2021 Combining Physics and Machine Learning for Network Flow Estimation ICLR 2021 Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization AAAI 2021 Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem AAAI 2021 COMBO: Conservative Offline Model-Based Policy Optimization NeurIPS 2021 CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints ICML 2021 Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity ICLR 2021 Communication-Efficient Distributed Covariance Sketch, with Application to Distributed PCA JMLR 2021 Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed Learning AAAI 2021 Communication-efficient SGD: From Local SGD to One-Shot Averaging NeurIPS 2021 Communication Efficient SGD via Gradient Sampling With Bayes Prior CVPR 2021 Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization NeurIPS 2021 Composite Adversarial Attacks AAAI 2021 Computationally Efficient Wasserstein Loss for Structured Labels EACL 2021 Computing Quantal Stackelberg Equilibrium in Extensive-Form Games AAAI 2021 CondenseNet V2: Sparse Feature Reactivation for Deep Networks CVPR 2021 Conditionally Parameterized, Discretization-Aware Neural Networks for Mesh-Based Modeling of Physical Systems NeurIPS 2021 Conditional Poisson Stochastic Beams EMNLP 2021 Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021 Conflict-Averse Gradient Descent for Multi-task learning NeurIPS 2021 Conical Classification For Efficient One-Class Topic Determination EMNLP 2021