Optimization

Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022 Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients NeurIPS 2022 Zhegu@SMM4H-2022: The Pre-training Tweet & Claim Matching Makes Your Prediction Better COLING 2022 Zonotope Domains for Lagrangian Neural Network Verification NeurIPS 2022 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition CVPR 2021 3D Human Pose and Shape Estimation Through Collaborative Learning and Multi-View Model-Fitting WACV 2021 A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NeurIPS 2021 A Block Minifloat Representation for Training Deep Neural Networks ICLR 2021 Abstraction-based branch and bound approach to Q-learning for hybrid optimal control L4DC 2021 Accelerated Algorithms for Smooth Convex-Concave Minimax Problems with O(1/k^2) Rate on Squared Gradient Norm ICML 2021 Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality AAAI 2021 Accelerated Learning with Robustness to Adversarial Regressors L4DC 2021 Accelerated WGAN Update Strategy With Loss Change Rate Balancing WACV 2021 Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization AAAI 2021 Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC via Variance Reduction ICLR 2021 Accelerating Distributed SGD for Linear Regression using Iterative Pre-Conditioning L4DC 2021 Accelerating Gossip SGD with Periodic Global Averaging ICML 2021 Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent JMLR 2021 Accelerating Neural Architecture Search via Proxy Data IJCAI 2021 Accelerating Quadratic Optimization with Reinforcement Learning NeurIPS 2021 Acceleration via Fractal Learning Rate Schedules ICML 2021 Accessing Cloud with Disaggregated Software-Defined Router NSDI 2021 Accurate Point Cloud Registration with Robust Optimal Transport NeurIPS 2021 Accurate Post Training Quantization With Small Calibration Sets ICML 2021 AC-GC: Lossy Activation Compression with Guaranteed Convergence NeurIPS 2021