Optimization

Efficient Sharpness-aware Minimization for Improved Training of Neural Networks ICLR 2022 Efficient Variance Reduction for Meta-learning ICML 2022 Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022 Eigencurve: Optimal Learning Rate Schedule for SGD on Quadratic Objectives with Skewed Hessian Spectrums ICLR 2022 EigenGame Unloaded: When playing games is better than optimizing ICLR 2022 EiGLasso for Scalable Sparse Kronecker-Sum Inverse Covariance Estimation JMLR 2022 Einops: Clear and Reliable Tensor Manipulations with Einstein-like Notation ICLR 2022 ELIAS: End-to-End Learning to Index and Search in Large Output Spaces NeurIPS 2022 ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation EMNLP 2022 Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention NAACL 2022 EM’s Convergence in Gaussian Latent Tree Models COLT 2022 Enabling Arbitrary Translation Objectives with Adaptive Tree Search ICLR 2022 Encoding Weights of Irregular Sparsity for Fixed-to-Fixed Model Compression ICLR 2022 End-to-End Learning of Hybrid Inverse Dynamics Models for Precise and Compliant Impedance Control RSS 2022 End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation Interspeech 2022 End-to-end Stochastic Optimization with Energy-based Model NeurIPS 2022 Enhanced Bilevel Optimization via Bregman Distance NeurIPS 2022 Enhanced Latent Space Blind Model for Real Image Denoising via Alternative Optimization NeurIPS 2022 Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring AAAI 2022 Ensemble Multi-Relational Graph Neural Networks IJCAI 2022 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NeurIPS 2022 Entropy-Driven Mixed-Precision Quantization for Deep Network Design NeurIPS 2022 Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022 Environment Design for Biased Decision Makers IJCAI 2022 Equilibria in Strategic Nominee Selection IJCAI 2022