Optimization

HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021 Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021 Harmonized Dense Knowledge Distillation Training for Multi-Exit Architectures AAAI 2021 Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language Detection EACL 2021 Heavy Ball Momentum for Conditional Gradient NeurIPS 2021 Hessian Eigenspectra of More Realistic Nonlinear Models NeurIPS 2021 Hiding Numerical Vectors in Local Private and Shuffled Messages IJCAI 2021 Hierarchical Clustering via Sketches and Hierarchical Correlation Clustering AISTATS 2021 High-dimensional Bayesian optimization with sparse axis-aligned subspaces UAI 2021 High-dimensional Experimental Design and Kernel Bandits ICML 2021 High-probability Bounds for Non-Convex Stochastic Optimization with Heavy Tails NeurIPS 2021 High Probability Complexity Bounds for Line Search Based on Stochastic Oracles NeurIPS 2021 Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021 Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes AISTATS 2021 Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent AISTATS 2021 Homomorphic Sensing: Sparsity and Noise ICML 2021 How Do Adam and Training Strategies Help BNNs Optimization ICML 2021 How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? AAAI 2021 How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021 How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? ACL 2021 How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR 2021 How to Learn when Data Reacts to Your Model: Performative Gradient Descent ICML 2021 How to Save your Annotation Cost for Panoptic Segmentation? AAAI 2021 H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences ACL 2021 Human Pose Regression With Residual Log-Likelihood Estimation ICCV 2021