Optimization

Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation ICML 2022 Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract) IJCAI 2022 Improving Local Search Algorithms via Probabilistic Configuration Checking AAAI 2022 Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022 Improving Neural Implicit Surfaces Geometry With Patch Warping CVPR 2022 Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method NeurIPS 2022 Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping EMNLP 2022 Improving Task-free Continual Learning by Distributionally Robust Memory Evolution ICML 2022 Improving the Accuracy of Learning Example Weights for Imbalance Classification ICLR 2022 Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract) IJCAI 2022 In defense of dual-encoders for neural ranking ICML 2022 In Defense of the Unitary Scalarization for Deep Multi-Task Learning NeurIPS 2022 Independence-based Joint Dereverberation and Separation with Neural Source Model Interspeech 2022 Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples NeurIPS 2022 Individual Fairness Guarantees for Neural Networks IJCAI 2022 Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence NeurIPS 2022 Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm ICML 2022 Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images AAAI 2022 Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems ICML 2022 Information-Transport-based Policy for Simultaneous Translation EMNLP 2022 Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees NeurIPS 2022 Instrumental Variable Regression with Confounder Balancing ICML 2022 Integrating Machine Learning and Optimization to Boost Decision Making IJCAI 2022 Intelligent Camera Selection Decisions for Target Tracking in a Camera Network WACV 2022 Interpretable Clustering via Multi-Polytope Machines AAAI 2022