Optimization

Improved Penalty Method via Doubly Stochastic Gradients for Bilevel Hyperparameter Optimization AAAI 2021 Improved POMDP Tree Search Planning with Prioritized Action Branching AAAI 2021 Improving approximate optimal transport distances using quantization UAI 2021 Improving Arabic Diacritization with Regularized Decoding and Adversarial Training ACL 2021 Improving Causal Discovery By Optimal Bayesian Network Learning AAAI 2021 Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness AAAI 2021 Improving Factual Consistency of Abstractive Summarization via Question Answering ACL 2021 Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021 Improving Generalization of Batch Whitening by Convolutional Unit Optimization ICCV 2021 Improving Gradient Flow with Unrolled Highway Expectation Maximization AAAI 2021 Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding ICML 2021 Improving Maximum k-plex Solver via Second-Order Reduction and Graph Color Bounding AAAI 2021 Improving Multimodal fusion via Mutual Dependency Maximisation EMNLP 2021 Improving Neural Network Efficiency via Post-Training Quantization With Adaptive Floating-Point ICCV 2021 Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein ICLR 2021 Improving Ultrametrics Embeddings Through Coresets ICML 2021 iNAS: Integral NAS for Device-Aware Salient Object Detection ICCV 2021 Incorporating Queueing Dynamics into Schedule-Driven Traffic Control IJCAI 2021 Increasing Iterate Averaging for Solving Saddle-Point Problems AAAI 2021 In-Database Regression in Input Sparsity Time ICML 2021 Independence-aware Advantage Estimation IJCAI 2021 Individually Fair Gradient Boosting ICLR 2021 Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ACL 2021 Influence Estimation for Generative Adversarial Networks ICLR 2021 Information-constrained optimization: can adaptive processing of gradients help? NeurIPS 2021