Optimization

End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series ICML 2021 End-to-End Object Detection With Fully Convolutional Network CVPR 2021 End-to-End Optimized Multi-Stage Vector Quantization of Spectral Envelopes for Speech and Audio Coding Interspeech 2021 Enhance Curvature Information by Structured Stochastic Quasi-Newton Methods CVPR 2021 Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank AAAI 2021 Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem AAAI 2021 Enhancing the Transferability of Adversarial Attacks Through Variance Tuning CVPR 2021 Ensemble Bootstrapping for Q-Learning ICML 2021 Entropy Partial Transport with Tree Metrics: Theory and Practice AISTATS 2021 Error Compensated Distributed SGD Can Be Accelerated NeurIPS 2021 ErrorCompensatedX: error compensation for variance reduced algorithms NeurIPS 2021 ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare AAAI 2021 Escape saddle points by a simple gradient-descent based algorithm NeurIPS 2021 Escaping from zero gradient: Revisiting action-constrained reinforcement learning via Frank-Wolfe policy optimization UAI 2021 Escaping Saddle Points with Compressed SGD NeurIPS 2021 Estimating $α$-Rank from A Few Entries with Low Rank Matrix Completion ICML 2021 Estimating Subjective Crowd-Evaluations as an Additional Objective to Improve Natural Language Generation EACL 2021 EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation AAAI 2021 Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study IJCAI 2021 Evaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain Analysis ACL 2021 Evaluation Scheme of Focal Translation for Japanese Partially Amended Statutes ACL 2021 EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization NeurIPS 2021 Evolutionary Approach for AutoAugment Using the Thermodynamical Genetic Algorithm AAAI 2021 Evolutionary Gradient Descent for Non-convex Optimization IJCAI 2021 Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots NeurIPS 2021