Optimization

Convexified Graph Neural Networks for Distributed Control in Robotic Swarms IJCAI 2021 Convex Regularization behind Neural Reconstruction ICLR 2021 Convex Regularization in Monte-Carlo Tree Search ICML 2021 Convex Risk Bounded Continuous-Time Trajectory Planning in Uncertain Nonconvex Environments RSS 2021 ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation ICML 2021 Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions COLT 2021 Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms JMLR 2021 Coping with Label Shift via Distributionally Robust Optimisation ICLR 2021 Coresets for Classification – Simplified and Strengthened NeurIPS 2021 Coresets for Time Series Clustering NeurIPS 2021 Corralling Stochastic Bandit Algorithms AISTATS 2021 Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems AAAI 2021 Correlation Clustering in Constant Many Parallel Rounds ICML 2021 Counterfactual Explanations for Oblique Decision Trees:Exact, Efficient Algorithms AAAI 2021 Covariance-Free Partial Least Squares: An Incremental Dimensionality Reduction Method WACV 2021 CPF: Learning a Contact Potential Field To Model the Hand-Object Interaction ICCV 2021 CPT: Efficient Deep Neural Network Training via Cyclic Precision ICLR 2021 Credit Assignment in Neural Networks through Deep Feedback Control NeurIPS 2021 CRFL: Certifiably Robust Federated Learning against Backdoor Attacks ICML 2021 Crossing Cuts Polygonal Puzzles: Models and Solvers CVPR 2021 Cross-Iteration Batch Normalization CVPR 2021 Cross-Lingual Word Embedding Refinement by ℓ1 Norm Optimisation NAACL 2021 CRPO: A New Approach for Safe Reinforcement Learning with Convergence Guarantee ICML 2021 Curriculum Learning by Optimizing Learning Dynamics AISTATS 2021 cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE EMNLP 2021