generalization performance

Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions ACL 2023 The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical Study AISTATS 2023 Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance NeurIPS 2023 Towards Omni-generalizable Neural Methods for Vehicle Routing Problems ICML 2023 Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023 Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias ICML 2023 Understanding the Generalization Performance of Spectral Clustering Algorithms AAAI 2023 Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS ICCV 2023 Anisotropic Random Feature Regression in High Dimensions ICLR 2022 A Reparametrization-Invariant Sharpness Measure Based on Information Geometry NeurIPS 2022 Balanced Self-Paced Learning for AUC Maximization AAAI 2022 CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing ACL 2022 DAVINZ: Data Valuation using Deep Neural Networks at Initialization ICML 2022 Deep Active Learning by Leveraging Training Dynamics NeurIPS 2022 Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry ICML 2022 Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022 Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning NeurIPS 2022 Exploiting Explainable Metrics for Augmented SGD CVPR 2022 Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics NeurIPS 2022 High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails ICML 2022 Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions NeurIPS 2022 Large Learning Rate Tames Homogeneity: Convergence and Balancing Effect ICLR 2022 Learning Curves for SGD on Structured Features ICLR 2022 NAS-VAD: Neural Architecture Search for Voice Activity Detection Interspeech 2022 No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models ICLR 2022