Optimization

Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm AAAI 2021 Automated Machine Learning on Graphs: A Survey IJCAI 2021 Automated Reasoning and Learning for Automated Payroll Management AAAI 2021 Automatic and Harmless Regularization with Constrained and Lexicographic Optimization: A Dynamic Barrier Approach NeurIPS 2021 Automatic Design of Heuristic Algorithms for Binary Optimization Problems IJCAI 2021 Automatic Text Evaluation through the Lens of Wasserstein Barycenters EMNLP 2021 Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-Constrained Optimization CVPR 2021 Automating Discovery of Physics-Informed Neural State Space Models via Learning and Evolution L4DC 2021 AutoSampling: Search for Effective Data Sampling Schedules ICML 2021 Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation ICLR 2021 AutoSpace: Neural Architecture Search With Less Human Interference ICCV 2021 AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL 2021 Auxiliary Learning by Implicit Differentiation ICLR 2021 A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization ICML 2021 Avenir: Managing Data Plane Diversity with Control Plane Synthesis NSDI 2021 Average-case Acceleration for Bilinear Games and Normal Matrices ICLR 2021 A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021 A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification Interspeech 2021 A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization ICML 2021 BabelCalib: A Universal Approach to Calibrating Central Cameras ICCV 2021 Backdoor Scanning for Deep Neural Networks through K-Arm Optimization ICML 2021 Backpropagated Neighborhood Aggregation for Accurate Training of Spiking Neural Networks ICML 2021 Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021 Bag of Tricks for Optimizing Transformer Efficiency EMNLP 2021 Balanced sampling for an object detection problem - application to fetal anatomies detection MIDL 2021