Optimization

Amortized Projection Optimization for Sliced Wasserstein Generative Models NeurIPS 2022 Amortized Proximal Optimization NeurIPS 2022 AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness NeurIPS 2022 Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022 An Algorithm for Learning Switched Linear Dynamics from Data NeurIPS 2022 Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings AACL 2022 An Alternate Policy Gradient Estimator for Softmax Policies AISTATS 2022 Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation ICLR 2022 Analyzing and Mitigating Interference in Neural Architecture Search ICML 2022 Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability NeurIPS 2022 An Analytical Update Rule for General Policy Optimization ICML 2022 Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning NeurIPS 2022 An Efficient Training Approach for Very Large Scale Face Recognition CVPR 2022 An empirical analysis of compute-optimal large language model training NeurIPS 2022 An Empirical Study of Language Model Integration for Transducer based Speech Recognition Interspeech 2022 An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning EMNLP 2022 A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022 An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming ICML 2022 An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models ACL 2022 An In-depth Study of Stochastic Backpropagation NeurIPS 2022 Anisotropic Additive Quantization for Fast Inner Product Search AAAI 2022 Anisotropic Fourier Features for Neural Image-Based Rendering and Relighting AAAI 2022 Annihilation of Spurious Minima in Two-Layer ReLU Networks NeurIPS 2022 A NON-PARAMETRIC REGRESSION VIEWPOINT : GENERALIZATION OF OVERPARAMETRIZED DEEP RELU NETWORK UNDER NOISY OBSERVATIONS ICLR 2022 An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022